48 results
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2. Drought Frequency in Belarus in Connection with Atmospheric Circulation in the Euro-Atlantic Sector.
- Author
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Danilovich, I. S., Gledko, Yu. A., and Tarasevich, I. V.
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ATMOSPHERIC circulation , *RAINFALL , *WATERSHEDS , *ANTICYCLONES , *STREAMFLOW , *DROUGHTS - Abstract
In the paper, the frequency and spatial distribution of atmospheric and hydrological droughts over the territory of Belarus in 1945–2020 is assessed. Aridity is evaluated using the standardized precipitation and streamflow indices (SPI and SSFI). Trends in monthly total precipitation are determined, the features of the streamflow formation during the open-channel period are revealed. The frequency of anticyclones that determines hydrometeorological conditions on the territory of Belarus is calculated. The statistically significant increase in the number of the days with anticyclonic weather over the country during the warm season is found. The increasing frequency of dry conditions in summer months against the background of a rise in the precipitation intensity is highlighted. A simultaneous increase in the frequency of very-low-flow periods on rivers and an increase in the height of warm rainfall floods in some river basins are revealed. [ABSTRACT FROM AUTHOR]
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- 2023
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3. Impacts of rainfall shocks on out-migration are moderated more by per capita income than by agricultural output in Türkiye.
- Author
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Delacrétaz, Nathan, Lanz, Bruno, Delju, Amir H., Piguet, Etienne, and Rebetez, Martine
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RAINFALL , *INTERNAL migration , *AGRICULTURE , *PER capita , *DROUGHTS , *PRECIPITATION variability - Abstract
Rural populations are particularly exposed to increasing weather variability, notably through agriculture. In this paper, we exploit longitudinal data for Turkish provinces from 2008 to 2018 together with precipitation records over more than 30 years to quantify how variability in a standardized precipitation index (SPI) affects out-migration as an adaptation mechanism. Doing so, we document the role of three potential causal channels: per capita income, agricultural output, and local conflicts. Our results show that negative SPI shocks (droughts) are associated with higher out-migration in rural provinces. A mediated-moderator approach further suggests that changes in per capita income account for more than one quarter of the direct effect of droughts on out-migration, whereas agricultural output is only relevant for provinces in the upper quartile of crop production. Finally, we find evidence that local conflict fatalities increase with drought and trigger out-migration, although this channel is distinct from the direct effect of SPI shocks on out-migration. [ABSTRACT FROM AUTHOR]
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- 2023
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4. Awareness of Climate Change Impact and Adaptation in Agriculture – The Case of Albania.
- Author
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Zhllima, Edvin, Imami, Drini, Nam, Jiyoung, Shoshi, Pjerin, and Gjika, Irena
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CLIMATE change , *FOREST degradation , *AGRICULTURAL extension work , *INSECT-plant relationships , *RAINFALL , *FLOODS , *DROUGHTS - Abstract
The Albanian agriculture sector is deeply affected by climate change. To cope with climate change, it is necessary to understand its consequences. The views of agriculture extension service experts are crucial in improving farmers' understanding and resilience, especially when farming practices are poorly adapted to the changing climate. This paper analyses the risks from climate change and the adaptive capacity of farmers based on an expert evaluation survey. The respondents identified prolongation of drought durations, rising temperatures, above-average occurrences of floods, pre-seasonal rainfall and frost as primary risks during recent years. Extension experts view a high (negative) impact from climate change through processes such as increased plant diseases occurrence, increased exposure to rodents, harmful insects and pests for plants and livestock, as well as forest and pasture degradation. The paper also provides experts' opinions on the policy implications, such as considerations about adaptation strategies towards climate change. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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5. Spatial heterogeneity of 2015-2017 drought intensity in South Africa's winter rainfall zone.
- Author
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Conradie, Willem Stefaan, Wolski, Piotr, and Hewitson, Bruce Charles
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DROUGHTS , *CLIMATE change , *RAINFALL , *CLIMATOLOGY , *RESERVOIRS - Abstract
The 2014-2018 drought over South Africa's winter rainfall zone (WRZ) created a critical water crisis which highlighted the region's drought and climate change vulnerability. Consequently, it is imperative to better understand the climatic characteristics of the drought in order to inform regional adaptation to projected climate change. In this paper we investigate the spatio-temporal patterns of drought intensity and the recent rainfall trends, focusing on assessing the consistency of the prevailing conceptual model of drought drivers with observed patterns. For this we use the new spatial subdivision for the region encompassing the WRZ introduced in our companion paper (Conradie et al., 2022). Compared to previous droughts since 1979, the 2014-2018 drought in the WRZ core was characterised by a markedly lower frequency of very wet days (exceeding the climatological 99.5th percentile daily rainfall -- including dry days) and of wet months (SPI1 > 0:5), a sub-seasonal attribute not previously reported. There was considerable variability in the spatial footprint of the drought. Short-term drought began in the south-western core WRZ in spring 2014. The peak intensity gradually spread north-eastward, although a spatially near-uniform peak is seen during mid-2017. The overall drought intensity for the 2015--2017 period transitions radially from most severe in the WRZ core to least severe in the surroundings. During 2014 and 2015, the drought was most severe at those stations receiving the largest proportion of their rainfall from westerly and north-westerly winds; by 2018, those stations receiving the most rain from the south and south-east were most severely impacted. This indicates an evolving set of dynamic drivers associated with distinct rain-bearing synoptic flows. No evidence is found to support the suggestion that the drought was more severe in the mountain catchments of Cape Town's major supply reservoirs than elsewhere in the core nor that rain day frequency trends since 1979 are more negative in this subdomain. Rainfall and rain day trend rates also exhibit some connections to the spatial seasonality structure of the WRZ, although this is weaker than for drought intensity. Caution should be applied in assessing South African rain day trends given their high sensitivity to observed data shortcomings. Our findings suggest an important role for zonally asymmetric dynamics in the region's drought evolution. This analysis demonstrates the utility of the spatial subdivisions proposed in the companion paper by highlighting spatial structure in drought intensity evolution linked to rainfall dynamics. [ABSTRACT FROM AUTHOR]
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- 2022
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6. Climate Change Trends in a European Coastal Metropolitan Area: Rainfall, Temperature, and Extreme Events (1864–2021).
- Author
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Espinosa, Luis Angel, Portela, Maria Manuela, Matos, José Pedro, and Gharbia, Salem
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RAINFALL , *HEAT waves (Meteorology) , *METROPOLITAN areas , *CLIMATE change , *DROUGHTS , *TEMPERATURE , *SURFACE temperature - Abstract
This paper summarises an updated climate change trends analysis—developed for the period from 1 October 1864 to 30 September 2021 within the scope of a Horizon 2020-funded project to increase climate resilience in European coastal cities—for a representative site of the Lisbon Metropolitan Area (Portugal). By using long ground-based daily records of rainfall and surface temperature at the Lisboa-Geofísico climatological station, the analysis aimed to identify (i) long-term and recent climate trends in rainfall and temperature, (ii) changes in extreme rainfalls, heatwaves, and droughts, and (iii) possible effects of the coupled changes of minimum and maximum daily temperatures (Tmin and Tmax, respectively) on drought development based on the diurnal temperature range (DTR) indicator. To detect these trends and quantify their magnitude, the Mann−Kendall and Sen's slope estimator tests were implemented. The analysis of the mean annual temperatures indicated that the study area has warmed ∼1.91 °C through the 157 analysed years. Results evidenced statistically significant upward trends in both Tmin and Tmax, and in the number of Tmax heatwave days. In what concerns the extreme hydrological events, the analysis of annual maximum rainfall series and peaks-over-threshold (POT) techniques showed more frequent and intense events in recent years, reaching up to ∼120.0 mm in a single day. With regard to drought, the study proved that the characterisation based on the commonly used standardised precipitation index (SPI) might differ from that based on the standardised precipitation evapotranspiration index (SPEI), as the latter can take into account not only rainfall but also temperature, an important trigger for the development of drought. According to the SPEI index, severe and extreme drought conditions have been more frequent in the last 60 years than in any other recorded period. Finally, a decreasing DTR trend towards the present was found to influence evapotranspiration rates and thus drought characteristics. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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7. A district-level analysis for measuring the effects of climate change on production of rice: evidence from Southern India.
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Saravanakumar, Venkatachalam, Lohano, Heman Das, and Balasubramanian, Rudrasamy
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ATMOSPHERIC models , *RICE , *RAINFALL , *AGRICULTURAL productivity , *PANEL analysis , *CLIMATE change , *DROUGHTS - Abstract
Climate change may cause adverse impact on agricultural production that could jeopardize food availability and security. In this paper, we investigate how changes in mean values and variability of weather variables may affect rice yield using panel data for 30 districts of Tamil Nadu State from 1971 to 2018. We estimate a fixed-effects regression model with panel-corrected standard errors. Results show that rainfall and temperature have a statistically significant impact on rice yield. Furthermore, weather variability, measured as standard deviations of temperature and rainfall, has a negative effect on rice yields. We use the Coupled Model Inter-comparison Project-5 outputs and dynamically downscaled the weather outputs using the regional climate model. The results of the climate model showed that the rise in temperature and disruptions in rainfall patterns including both excessive and deficient rainfall events in Tamil Nadu will continue in the future under different climate scenarios. Projected changes in the weather variables are likely to decrease rice yield in Tamil Nadu from 0.7 to 6.3% under the low emission scenario and 4.1 to 20.1% in the high emission scenario during 2022–2050 (relative to 1971–2018). These projections have implications for the planning and targeting of climate adaptation technologies such as drought-tolerant and flood-tolerant varieties to lessen the adverse impact of weather variability due to climate change in the future. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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8. The "Sorondrano" rain ritual: perception and driving forces of actors in the face of climatic variability in southern Madagascar.
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Rasolondraizafy, Jean Fidison, Ramananarivo, Romaine, Razafindraibe, Rolland, and Ranaivoson, Rado Elysé
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CLIMATE change , *DROUGHTS , *RAINFALL , *JUDGMENT sampling - Abstract
This paper aims to analyze the manifestation of the “Sorondrano” rain ritual and to assess community perceptions of its expected impacts in the face of extremely dry years over the past 38 years. Specifically, it attempts to characterize the relationship of the Ntandroy to their history and their ways of controlling their environment through this ritual practice and to highlight the conditions and requirements, norms and principles applicable to make the success of the ritual activity effective and reassuring in cases of repetitive droughts. The ethnographic field study was conducted with 44 respondents who had not left the localities in the past 10 years and were selected by purposive sampling. Data was further analyzed qualitatively by content analysis given the prevalent use of Likert type scales analyses. The surveys showed that the majority of the participants have witnessed the ritual ceremony in their lives and affirm its notoriety. They perceived its performance in the face of the eight cases of climatic drought recorded from 1981 to 2019, fitting in the harmonization of procedural steps that the sacrifice is performed without any error. The results imply the continued engagement in the Community - Supernatural Being relationship for the sustainable management of climatic drought cases and above all support the Ntandroy social religion as true coping strategies promoting rainfall as a local economic revival. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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9. CLIMATE CHANGE AND DECISION SUPPORT USING THE COMPUTER TOOL INSTAT FOR EL GANZRA REGION, MOROCCO.
- Author
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ELFANNE, Omaima Khalil, BOUTCHKKOUCHT, Abdelaziz, EL HASSANI, Farah, ELMOUFID, Rajaa, EL FATHI, Badr, SPALEVIC, Velibor, OUALLALI, Abdessalam, and BENHACHMI, Mohamed Karim
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PRECIPITATION variability , *DRY farming , *WATER shortages , *RAINFALL , *NATURAL resources , *DROUGHTS , *CLIMATE change - Abstract
If the scarcity of water resources and their limitation is a characteristic of the climate of Morocco, this phenomenon seems to know a distinct accentuation during the last decades. But, on the other hand, the scarcity of this resource and the drought are the main constraints of agricultural production; the situation then is more alarming. Although scientists in the region have developed many technologies to cope with these environmental problems, the difference between the yields achievable by farmers and the potential yields generally remains huge in rainfed and irrigated areas. This paper develops the problem of rainfed agriculture in the Khemisset region, El Ganzra site, in the constraining context of climate change and natural resources degradation. Indeed, several measures are necessary to cope with these climate changes; therefore, we propose a method of agro-climatic analysis of the first significant rains. Our investigations, which are part of the decision support approach, are based on choosing the suitable period for sowing cereals using the "InStat" tool. The method used is based on a quantitative approach, allowing us to study the Spatio-temporal variability of precipitation and the analysis of drought intensity on the site. Consequently, the modelling makes it possible to propose scenarios to farmers regarding sowing dates and crop selection at the appropriate time. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
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10. Climate change attribution and the economic costs of extreme weather events: a study on damages from extreme rainfall and drought.
- Author
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Frame, David J., Rosier, Suzanne M., Noy, Ilan, Harrington, Luke J., Carey-Smith, Trevor, Sparrow, Sarah N., Stone, Dáithí A., and Dean, Samuel M.
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ECONOMIC change , *CLIMATE change , *WEATHER , *DROUGHTS , *RAINFALL - Abstract
An important and under-quantified facet of the risks associated with human-induced climate change emerges through extreme weather. In this paper, we present an initial attempt to quantify recent costs related to extreme weather due to human interference in the climate system, focusing on economic costs arising from droughts and floods in New Zealand during the decade 2007–2017. We calculate these using previously collected information about the damages and losses associated with past floods and droughts, and estimates of the "fraction of attributable risk" that characterizes each event. The estimates we obtain are not comprehensive, and almost certainly represent an underestimate of the full economic costs of climate change, notably chronic costs associated with long-term trends. However, the paper shows the potential for developing a new stream of information that is relevant to a range of stakeholders and research communities, especially those with an interest in the aggregation of the costs of climate change or the identification of specific costs associated with potential liability. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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11. Climate changes in recent decades, the evolution of the drought phenomenon and their influence on vineyards in north-eastern Romania.
- Author
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ZALDEA, Gabi, NECHITA, Ancuta, DAMIAN, Doina, GHIUR, Andreea D., and COTEA, Valeriu V.
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CLIMATE change , *VINEYARDS , *GRAPE ripening , *SOIL dynamics , *SOIL moisture , *DROUGHTS , *FORCED migration - Abstract
Unfavourable trends have been identified in the evolution of climate factors (temperatures, precipitation, etc.) over the past years, with a direct impact on the vegetative and productive potential of the vine. This calls for a reassessment of climate resources and the adaptation of cultivation technologies to the new conditions. Our paper analyses the climate data recorded between 1991 and 2020 for the Iaşi vineyard ecosystem, which allowed for the calculation of a series of bioclimatic indices and coefficients, deviations from the multiannual average values, soil moisture dynamics, and their influence on development of vegetation phenophases and grape production. The increasing tendency of the average annual temperature and the decreasing amounts of precipitation registered point to a marked warming of the vineyard climate, especially after 2000. The high values of temperatures, corroborated with the soil water deficit, determined an intensification of the atmospheric and pedological drought, a shift in vegetation phenophases, shortened development periods and a forced ripening of grapes, with a negative impact on yields, which fluctuated from one year to another. The analysis of the ecoclimate conditions over the past 30 years has highlighted an alternation of periods, a colder and wetter one between 1991 and 2006, and a warmer and dried one between 2007 and 2020. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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12. Adapting to climate change at the national level in Caribbean small island developing states.
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Robinson, Stacy-ann
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CLIMATE change , *DROUGHTS , *HURRICANES , *RAINFALL - Abstract
Small island developing states (SIDS) are distinct from other developing countries: they are particularly and comparatively more vulnerable to the impacts of climate change. Efforts to understand national-level vulnerability in these countries are limited. This paper helps to fill this gap and has two main aims. First, it identifies trends in national-level climate change adaptation among SIDS in the Caribbean region. Second, it identifies the limits to adaptation at the national level in these countries. In applying a resilience lens, and using summative content analysis techniques and semi-structured interviews with 26 senior policy-makers, this paper finds that Caribbean SIDS are primarily adapting to changes in hurricane, rainfall, and drought patterns. It also finds that most adaptations are being undertaken in the coastal zone and the water and agriculture sectors, and that there are many factors limiting national-level adaptation. The most commonly reported limit is financing, though not all policy-makers agree that financing is a limit. These findings are important for national SIDS governments and international donors and agencies that will be better able to identify and fill gaps in their adaptation actions and financing. This paper's findings also highlight the importance of depoliticising climate change and prioritising good governance, improving SIDS' access to international adaptation financing, and making the road to a climate-resilient future by walking. [ABSTRACT FROM AUTHOR]
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- 2018
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13. Livelihood Continuity and Change: Adaptation to Climate and Environmental Change in Northern Unguja, Zanzibar 1916-2016.
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Khatib, M. M., William, C. P., Shaghude, Y. W., and Kangalawe, R. Y. M.
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CLIMATE change , *BIOLOGICAL adaptation , *COASTAL changes , *RAINFALL , *DROUGHTS - Abstract
Coastal community continuity and change in livelihoods become a prime adaptation strategy worldwide because of climate and environmental change. The changes in climate and environment along the coast have been associated with natural and human induced factors. This paper analysed the livelihood continuity and change as adaptation measures in northern Unguja, in relation to temperature and rainfall change. Archival and current reviews, interview and observation which represent the livelihoods change over last 100years were used. The paper also, analyzed how local community processes of continuity and change have interconnected with local climate events and changes over last 100 years. The results reveal that there were societal change both North Western Zone and North Eastern Zone in livelihoods activities as an adaptation mechanism due to gradual environmental changes, such as coastal erosion, coastal floods, unreliable rainfall and droughts. Such scenario increases the risk and vulnerability to the local community. The study also reveals that the identification of risks and vulnerability depends on the local community perceptions of what functions the coastal and terrestrial land should provide, as they informed by past experience, histories and current situation. Therefore, the successful adaptation from the local perspective should go beyond protecting what is already there and allow for future development of the village. [ABSTRACT FROM AUTHOR]
- Published
- 2018
14. Trends in extreme rainfall and hydrogeometeorological disasters in the Metropolitan Area of São Paulo: a review.
- Author
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Marengo, Jose A., Alves, Lincoln M., Ambrizzi, Tercio, Young, Andrea, Barreto, Naurinete J. C., and Ramos, Andrea M.
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METROPOLITAN areas , *RAINFALL , *DISASTERS , *HAZARD mitigation , *DROUGHTS , *FLOODS , *DROUGHT management , *NATURAL disasters - Abstract
Our paper reviews recent progress in the study and understanding of observed trends in extreme rainfall events in the Metropolitan Area of São Paulo (MASP). These are discussed in relation to hydrometeorological hazards that trigger natural disasters, such as flash floods, landslides, and droughts, that affect the population and local economies. A review of the most updated literature on rainfall and extremes in the MASP shows a significant increase in the total volume of rainy-season rainfall during the last seven decades. While there were practically no days with heavy rain (more than 50 mm) in the 1950s, these days have been occurring two to five times a year in the last 10 years. This, together with the inappropriate occupation of risky areas, such as slopes and banks of watercourses, leads to inundation, flooding, and landslides. Changes in extremes can be partly due to natural climate variability but can also be related to global warming and/or urbanization. There is ample evidence of an increasing risk of rainfall-related hazards in theMASP. This is particularly so for landslides in vulnerable areas. Exposure will continue to lead to risk increases. This calls for significant improvement in climate and disaster risk reduction and management efforts in theMASP region. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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15. Seasonal and intra-seasonal rainfall and drought characteristics as indicators of climate change and variability in Southern Africa: a focus on Kabwe and Livingstone in Zambia.
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Makondo, Cuthbert Casey and Thomas, David S. G.
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CLIMATE change , *RAINFALL , *DROUGHTS , *RURAL geography , *CLIMATIC zones , *EMERGENCY management , *CLIMATOLOGY - Abstract
This paper addresses two fundamental questions on climate change and variability: to what extent has climate changed and/or varied over years in two districts of different agro-ecological regions or zones and how do any changes differ between the zones or districts? Given the rural-rural migration pattern observed between the districts, understanding climate change risk to rural livelihoods cannot be overemphasised. To assess change and variability, we utilise rainfall data-records over a 36-year period from 1980 to 2016. Results show that there are wide variations and differences within and between the districts. Evidence suggests a general reduction in both annual rainfall and wet days. There is also ground to suggest that the rainy season duration is becoming shorter, given that rainfall onset is increasingly starting late, while cessation is increasingly coming early. Dry spells frequency and duration trends within rainy season show an increase over the period examined. We conclude that local climate in both areas has changed over the period investigated. However, while Livingstone seems to have experienced more droughts and unreliable rainfall, Kabwe experienced a bigger change in both rainfall and rainy season duration. We further conclude that migrants into Kabwe and other inhabitants are not any safer from climate change risk. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
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16. The potential of sustainable urban drainage systems (SuDS) as an adaptive strategy to climate change in the Spanish Mediterranean.
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Arahuetes, Ana and Olcina Cantos, Jorge
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CITIES & towns , *CLIMATE change , *DROUGHTS , *WEATHER , *DROUGHT forecasting , *RAINFALL - Abstract
Changes in weather pattern caused by climate change generate more frequent extreme rain events as well as droughts. Sustainable urban drainage systems (SuDS) are useful adaptations to this new reality. The paper surveys the use of these systems in other countries in relation to their use in Spain, particularly the Spanish Mediterranean region. There is a future for more detention of floodwaters as well as more use against drought of water which can be treated and reused. [ABSTRACT FROM AUTHOR]
- Published
- 2019
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17. The water resources of tropical West Africa: problems, progress, and prospects.
- Author
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Ndehedehe, Christopher E.
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WATERSHEDS , *HYDROLOGY , *HYDROLOGIC cycle , *CLIMATE change , *WATER conservation - Abstract
West Africa plays key roles in global climate and shows one of the strongest variations in hydro-climatic conditions. As it turns out, the region appears to be underrepresented in the existing compendium of Earth science and hydrology-focused journal papers when it comes to significant discussion on terrestrial hydrology and freshwater science. This prominent gap is largely precipitated by increasing number of constraints that include lack of considerable and robust investments in gauge measurements for meteorological and hydrological applications, poor funding of research institutions and other disincentives, among other factors. In this manuscript, the challenges and problems in large-scale terrestrial hydrology-focused investigation in West Africa are reviewed. Using a dossier of some recent contributions in the field of remote sensing hydrology, this review also highlights some of the progress in terrestrial hydrology and the opportunities that exist for hydro-geodetic research in West Africa that leverage on sustained investments in satellite geodetic missions. It is noted that West Africa is still a pristine environment for hydrology-focused research and can benefit from recent advancements in sophisticated space agency programs such as the Gravity Recovery and Climate Experiment, which undoubtedly has revolutionized terrestrial hydrology research around the world for nearly two decades. Given the poor density of gauge stations and limited ground observations, hydrological research in West Africa is expected to benefit more from independent space observations and multi-resolution data. This is because the lack of sufficient in-situ data for the parameterizations and adequate initialization of outputs from hydrological models and reanalysis data for hydrological applications results in poor representation of the West African land surface and hydrological state variables. To further improve our contemporary understanding of West Africa's terrestrial hydrology, the continued evaluation/validation of these observations and space-borne measurements is advocated. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
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18. Risk of Drought to Paddy Land in Quang Nam Province, Vietnam.
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Nguyen Huu NGU and Nguyen Thi Nhat LINH
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DROUGHTS , *PADDY fields , *RAINFALL , *CLIMATE change , *CROPS - Abstract
This paper assesses drought’s impact on agricultural activities during the summer-autumn crop season in Quang Nam Province, Vietnam, based on observed rainfall data and data measured by the Tropical Rainfall Measuring Mission (TRMM). We found that: (i) In the summer-autumn crop months, droughts occur mainly in May, June, and July, with June being the most drought-prone month. (ii) In the summer-autumn crop season of 2015, 33,858.11 hectares of paddy land (accounting for 54.35% of the total paddy land in the province) were in relatively dry areas. 3,368.23 hectares (5.40%) were in severely dry areas, and 161.07 hectares (0.26%) were in extremely dry areas; while 24,912.31 hectares were in non-dry areas (39.99%). (iii) Simulation of a climate change scenario, based on the average emission scenario (RPC 4.5) in the Quang Nam Province, predicts that by 2030, relatively dry areas will expand, and further droughts will expand severely dry areas mainly in the eastern and southeastern parts of Quang Nam Province. The paddy land area in relatively dry areas will become 45,155.94 hectares (72.48%), and 15,698.75 hectares (25.20%) will be in severely dry areas. The paddy land in extremely dry areas will be 49.68 hectares (0.08%), while 1,395.35 hectares (2.24%) will be in non-dry areas. [ABSTRACT FROM AUTHOR]
- Published
- 2019
19. Correlation of climate change and human activities with agricultural drought and its impact on the net primary production of winter wheat.
- Author
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Wu, Jiujiang, Gu, Yuhui, Sun, Kexin, Wang, Nan, Shen, Hongzheng, Wang, Yongqiang, and Ma, Xiaoyi
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WINTER wheat , *DROUGHTS , *AGRICULTURE , *CLIMATE change , *RAINFALL , *NATURAL disasters - Abstract
• Drought propagation time increased with decreasing precipitation. • Climate change is the main driver of agricultural drought. • Precipitation was the main driver of human activities. • Prolonged drought propagation time reduced winter wheat NPP. • The sensitivity of winter wheat NPP to agricultural drought is higher in humid area. Drought is a major natural disaster worldwide. Understanding the correlation between meteorological drought (MD) and agricultural drought (AD) is essential for relevant policymaking. In this paper, standardized precipitation evapotranspiration index and standardized soil moisture index were used to estimate the MD and AD in the North China Plain (NCP) to identify the correlation between MD and AD during the growth period of winter wheat. In addition, we investigated the contributions of climate change (CC) and human activity (HA) to AD and the factors influencing the loss of winter wheat net primary production (NPP). Drought propagation time (PT) increased spatially from the southern to northern NCP (from 3 to 11 months). PT first increased and then decreased during the phenological period of winter wheat, and the decreasing trend was delayed with an increasing latitude. In general, the relative contribution of CC to AD was higher than that of HA; the correlation between MD and AD exhibited a weakening trend, particularly during the middle and late phenological stages of winter wheat. Precipitation was the main driver of the effects of HA on AD; the effects were stronger in areas with less precipitation. However, because of the improved irrigation conditions and scarce rainfall during the growth period of winter wheat in the study area, the effects of precipitation on AD were nonsignificant. Instead, temperature, wind, and total solar radiation, which are highly correlated with evapotranspiration, were identified as the primary drivers of AD; spatiotemporal variations were noted in these correlations. Prolonged drought PT reduced NPP; the sensitivity of winter wheat NPP to AD was higher in humid areas than in semiarid or semihumid areas. NPP loss occurred primarily due to HA. Our findings revealed a correlation between MD and AD in agroecosystems and may facilitate policymaking related to drought mitigation and food security. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
20. Rainfall variability and drought characteristics in two agro-climatic zones: An assessment of climate change challenges in Africa.
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Ayanlade, Ayansina, Radeny, Maren, Morton, John F., and Muchaba, Tabitha
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WATERSHEDS , *RAINFALL anomalies , *RAINFALL , *CLIMATE change , *METEOROLOGICAL precipitation , *DROUGHTS - Abstract
This paper examines drought characteristics as an evidence of climate change in two agro-climatic zones of Nigeria and farmers' climate change perceptions of impacts and adaptation strategies. The results show high spatial and temporal rainfall variability for the stations. Consequently, there are several anomalies in rainfall in recent years but much more in the locations around the Guinea savanna. The inter-station and seasonality statistics reveal less variable and wetter early growing seasons and late growing seasons in the Rainforest zone, and more variable and drier growing seasons in other stations. The probability ( p ) of dry spells exceeding 3, 5 and 10 consecutive days is very high with 0.62 ≤ p ≥ 0.8 in all the stations, though, the p -values for 10 day spells drop below 0.6 in Ibadan and Osogbo. The results further show that rainfall is much more reliable from the month of May until July with the coefficient of variance for rainy days <0.30, but less reliable in the months of March, August and October (CV-RD > 0.30), though CV-RD appears higher in the month of August for all the stations. It is apparent that farmers' perceptions of drought fundamentally mirror climatic patterns from historical weather data. The study concludes that the adaptation facilities and equipment, hybrids of crops and animals are to be provided to farmers, at a subsidized price by the government, for them to cope with the current condition of climate change. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
21. A 507-year rainfall and runoff reconstruction for the Monsoonal North West, Australia derived from remote paleoclimate archives.
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Verdon-Kidd, Danielle C., Hancock, Gregory R., and Lowry, John B.
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RAINFALL , *REMOTE sensing , *RUNOFF , *PALEOCLIMATOLOGY , *CLIMATE change - Abstract
The Monsoonal North West (MNW) region of Australia faces a number of challenges adapting to anthropogenic climate change. These have the potential to impact on a range of industries, including agricultural, pastoral, mining and tourism. However future changes to rainfall regimes remain uncertain due to the inability of Global Climate Models to adequately capture the tropical weather/climate processes that are known to be important for this region. Compounding this is the brevity of the instrumental rainfall record for the MNW, which is unlikely to represent the full range of climatic variability. One avenue for addressing this issue (the focus of this paper) is to identify sources of paleoclimate information that can be used to reconstruct a plausible pre-instrumental rainfall history for the MNW. Adopting this approach we find that, even in the absence of local sources of paleoclimate data at a suitable temporal resolution, remote paleoclimate records can resolve 25% of the annual variability observed in the instrumental rainfall record. Importantly, the 507-year rainfall reconstruction developed using the remote proxies displays longer and more intense wet and dry periods than observed during the most recent ~ 100 years. For example, the maximum number of consecutive years of below (above) average rainfall is 90% (40%) higher in the rainfall reconstruction than during the instrumental period. Further, implications for flood and drought risk are studied via a simple GR1A rainfall runoff model, which again highlights the likelihood of extremes greater than that observed in the limited instrumental record, consistent with previous paleoclimate studies elsewhere in Australia. Importantly, this research can assist in informing climate related risks to infrastructure, agriculture and mining, and the method can readily be applied to other regions in the MNW and beyond. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
22. Hydroclimate Extremes in Africa: Variability, Observations and Modeled Projections.
- Author
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Siebert, Asher
- Subjects
- *
CLIMATE change , *HEAT waves (Meteorology) , *STORMS , *DROUGHTS , *FLOODS , *RAINFALL , *STREAMFLOW - Abstract
Studies of climate change from both natural science and social science disciplines are increasingly turning their focus to the issue of extreme events. Extreme heat waves, storms, droughts, and coastal inundations pose a disproportionate risk to human life, livelihood, and capital across the world. In the Global South, including Africa, much of the adverse impacts come from hydroclimate extremes as people with limited means are often highly vulnerable to climate shocks. The focus of this review paper will be on hydroclimate extremes in Africa. This paper will consider observations and modeling studies of heat extremes, drought, and flooding from heavy rainfall, along with observations and modeling studies of extreme streamflow events in major rivers and extremes of lake level. This being said, observations of trends in extreme events need to be situated in a context of understanding regional hydroclimate variability. There is tremendous diversity and variability in the hydroclimate of Africa and many extreme events, especially of precipitation and streamflow are associated with patterns of natural variability on a range of time scales. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
23. Assessing uncertainties in the building of ensemble RCMs over Spain based on dry spell lengths probability density functions.
- Author
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Giraldo Osorio, J. and García Galiano, S.
- Subjects
- *
ATMOSPHERIC models , *WATER shortages , *DROUGHTS , *RAINFALL , *UNCERTAINTY (Information theory) , *PROBABILITY theory - Abstract
Spain is one of the European countries with most environmental problems related to water scarcity and droughts. Additionally, several studies suggest trends of increasing temperature and decreasing rainfall, mainly for the Iberian Peninsula, due to climate variability and change. While Regional Climate Models (RCM) are a valuable tool for understanding climate processes, the causes and plausible impacts on variables and meteorological extremes present a wide range of associated uncertainties. The multi-model ensemble approach allows the quantification and reduction of uncertainties in the predictions. The combination of models (RCM in this case), generally increases the reliability of the predictions, although there are different weighting methodologies. In this paper, a strategy is presented for the building of non-stationary PDF (probability density functions) ensembles with the aim of evaluating the spatial pattern of future risk of drought for an area. At the same time, the uncertainty associated with the metric used in the construction of the PDF ensembles is assessed. A comparative study of methodologies based on the application of the Reliability Ensemble Averaging (REA), assessing its factors using two performance measures, on the one hand the Perkins Score Methods, on the other hand the Kolmogorov-Smirnov test, is proposed. The evaluation of the sensitivity of the methodologies used in the construction of ensembles, as proposed in this paper, although without completely eliminating uncertainty, allows a better understanding of the sources and magnitude of the uncertainties involved. Despite the differences between the spatial distribution results from each metric (which can be in the order of 40 % in some areas), both approaches concluded about a plausible significant and widespread increase throughout continental Spain of the mean value of annual maximum dry spell lengths (AMDSL) between the years 1990 and 2050. Finally, the more parsimonious approach in the building of ensembles PDF, based on AMDSL in peninsular Spain, is identified. [ABSTRACT FROM AUTHOR]
- Published
- 2013
- Full Text
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24. Multi-decadal Hydrological Retrospective: Case study of Amazon floods and droughts.
- Author
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Wongchuig Correa, Sly, Paiva, Rodrigo Cauduro Dias de, Espinoza, Jhan Carlo, and Collischonn, Walter
- Subjects
- *
FLOODS , *DROUGHTS , *CLIMATE change , *RAINFALL , *HYDROLOGY - Abstract
Recently developed methodologies such as climate reanalysis make it possible to create a historical record of climate systems. This paper proposes a methodology called Hydrological Retrospective (HR), which essentially simulates large rainfall datasets, using this as input into hydrological models to develop a record of past hydrology, making it possible to analyze past floods and droughts. We developed a methodology for the Amazon basin, where studies have shown an increase in the intensity and frequency of hydrological extreme events in recent decades. We used eight large precipitation datasets (more than 30 years) as input for a large scale hydrological and hydrodynamic model (MGB-IPH). HR products were then validated against several in situ discharge gauges controlling the main Amazon sub-basins, focusing on maximum and minimum events. For the most accurate HR, based on performance metrics, we performed a forecast skill of HR to detect floods and droughts, comparing the results with in-situ observations. A statistical temporal series trend was performed for intensity of seasonal floods and droughts in the entire Amazon basin. Results indicate that HR could represent most past extreme events well, compared with in-situ observed data, and was consistent with many events reported in literature. Because of their flow duration, some minor regional events were not reported in literature but were captured by HR. To represent past regional hydrology and seasonal hydrological extreme events, we believe it is feasible to use some large precipitation datasets such as i) climate reanalysis, which is mainly based on a land surface component, and ii) datasets based on merged products. A significant upward trend in intensity was seen in maximum annual discharge (related to floods) in western and northwestern regions and for minimum annual discharge (related to droughts) in south and central-south regions of the Amazon basin. Because of the global coverage of rainfall datasets, this methodology can be transferred to other regions for better estimation of future hydrological behavior and its impact on society. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
25. Cash transfers, climatic shocks and resilience in the Sahel.
- Author
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Premand, Patrick and Stoeffler, Quentin
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- *
CLIMATE change , *RAINFALL , *DROUGHTS , *POVERTY - Abstract
Policy makers search for strategies to promote resilience and mitigate the effects of future climatic shocks. In this paper, we assess whether small regular cash transfers strengthen poor households' ability to mitigate the welfare effects of drought shocks. We analyze mechanisms through which cash transfers contribute to resilience, including savings, asset accumulation as well as income smoothing in agriculture and off-farm activities. We combine household survey data collected as part of a randomized control trial in rural Niger with satellite data used to identify exogenous rainfall shocks. The results show that cash transfers increase household consumption by about 10 percent on average. Importantly, this increase is mostly concentrated among households affected by drought shocks, for whom welfare impacts are larger than transfer amounts due to households' enhanced ability to protect earnings in agriculture and off-farm businesses when shocks occur. The results suggest that multi-year cash transfer programs can foster poor households' resilience by facilitating savings and income smoothing. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
26. Local climate assessment: a meso-scale analysis of long period rainfall in a rural dry sub-humid district from India.
- Author
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Basu, Mrittika, Hoshino, Satoshi, and Hashimoto, Shizuka
- Subjects
- *
RAINFALL , *ARID regions , *CLIMATOLOGY , *MONSOONS , *DROUGHTS , *CLIMATE change - Abstract
The present study investigates the temporal variability in monthly, seasonal and annual rainfall over a drought prone district in India. Long period rainfall data, from 1950 to 2012, were investigated over the district by analysis of anomalies and application of both parametric and non-parametric statistical tests. Decline in annual rainfall is evident in the study area with highest number of below mean rainfall years observed in the recent decade (2000–2009). Only 25% of the annual rainy days span across pre-monsoon, post-monsoon and winter season, reinforcing the high dependence of local communities on monsoonal rainfall for effective crop growth. Against this, a decreasing trend in monsoonal rainfall is noticed over the years. In conclusion, the present paper argues for district level rainfall studies which will provide local stakeholders with the necessary information for better planning and management of rainfall dependent development sectors, thus resulting in reduced overall socio-economic upheaval of rural communities. [ABSTRACT FROM PUBLISHER]
- Published
- 2016
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27. Temporal trends in extreme rainfall intensity and erosivity in the Mediterranean region: a case study in southern Tuscany, Italy.
- Author
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Vallebona, Chiara, Pellegrino, Elisa, Frumento, Paolo, and Bonari, Enrico
- Subjects
- *
CLIMATE change , *RAINFALL , *METEOROLOGICAL precipitation , *SOIL erosion , *DROUGHTS - Abstract
Worldwide climate is likely to become more variable or extreme with increases in intense precipitation. In Mediterranean areas, climate change will increase the risks of droughts, flash floods and soil erosion. Despite rainfall intensity being a key factor in erosive processes, in these areas information on extreme rainfall intensity and the associated erosivity, based on high-temporal resolution data, is either non homogeneous or scarce. These parameters thus need to be assessed in order to highlight suitable adaptation strategies. In this paper, an hourly rainfall intensity (RI) data series is analyzed together with the corresponding 1-min rainfall intensity maximum (RIm) of 23 rainfall gauges located in Tuscany, Italy, in an area highly vulnerable to erosion. The aim is to look for temporal trends (1989-2010) in extreme rainfall intensity and erosivity. Fixed effect logistic regression shows statistically significant temporal increases in the number of RI and RIm exceedances over the 95th percentile threshold. Winter is shown to be the season with the strongest increasing trend in coastal and inland rainfall gauge groups, followed by spring for the coastal group and autumn for the inland group. Linear regressions show that in the inland group there is a temporal increase in rainfall erosivity and on a seasonal basis, the highest increase is observed in autumn. By contrast, for the coastal group this increasing trend is only detectable for spring and winter. Such an increase in rainfall erosivity and its potential continuation could have a strong adverse effect on Mediterranean land conservation. [ABSTRACT FROM AUTHOR]
- Published
- 2015
- Full Text
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28. ENSO and monsoon variability during the past 1.5 kyr as reflected in sediments from Lake Kalimpaa, Central Sulawesi (Indonesia).
- Author
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Wündsch, Michael, Biagioni, Siria, Behling, Hermann, Reinwarth, Bastian, Franz, Sarah, Bierbaß, Peggy, Daut, Gerhard, Mäusbacher, Roland, and Haberzettl, Torsten
- Subjects
- *
CLIMATE change , *MONSOONS , *RAINFALL , *DROUGHTS , *FOREST fires ,EL Nino - Abstract
The climate of Sulawesi is driven by the monsoon system as well as the El Niño-Southern Oscillation (ENSO). Until now, mechanisms and long-term variations of these complex interacting climate processes have been poorly understood. This paper uses a sediment record from Lake Kalimpaa to investigate long-term rainfall trends of the past ~1500 years. Granulometric and geochemical data provide indications for an increasingly wetter climate (higher rainfall intensities and/or mean rainfall) on centennial to millennial time scales from approximately ad 560 to the 20th century. Highest rainfall intensities probably occurred at the end of the ‘Little Ice Age’ (LIA). The trend towards wetter conditions during this time could also be detected in other palaeoclimatic studies from the region. A plausible explanation for these observations is the southward displacement of the Intertropical Convergence Zone (ITCZ) associated with changes in monsoon dynamics. However, comparison of the results with other proxy and model data indicates that the long-term rainfall variability in Central Sulawesi is also determined by variations in ENSO. During the 20th century, the climate signal in the Kalimpaa record is superimposed by human impact. Moreover, the data suggest that two periods of disturbance occurred within the lake catchment between about ad 1090–1190 and ad 1450–1620. Comparison with fire frequency derived from macro-charcoal analysis indicates that these events were caused by forest fires which likely took place during periods of drought. Broadly simultaneous drought periods have been detected in records from East Java suggesting a regional drought occurrence affecting at least East Java and Sulawesi. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
29. Religion and Climate Change: Rain Rituals in Israel, China, and Haiti.
- Author
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Murray, Gerald and Xing, Haiyan
- Subjects
- *
JUDAISM , *RELIGION , *CLIMATE change , *DROUGHTS , *VODOU , *RAINFALL , *RITES & ceremonies - Abstract
Human populations confront three distinct climate challenges: (1) seasonal climate fluctuations, (2) sporadic climate crises, and (3) long term climate change. Religious systems often attribute climate crises to the behavior of invisible spirits. They devise rituals to influence the spirits, and do so under the guidance of religious specialists. They devise two types of problem-solving rituals: anticipatory climate maintenance rituals, to request adequate rainfall in the forthcoming planting season, and climate crisis rituals for drought or inundations. The paper compares rainfall rituals in three different settings: Israel (Judaism), Northwest China (ethnic village religion), and Haiti (Vodou). Each author has done anthropological fieldwork in one or more of these settings. In terms of the guiding conceptual paradigm, the analysis applies three sequentially organized analytic operations common in anthropology: (1) detailed description of individual ethnographic systems; (2) comparison and contrast of specific elements in different systems; and (3) attempts at explanation of causal forces shaping similarities and differences. Judaism has paradoxically maintained obligatory daily prayers for rain in Israel during centuries when most Jews lived as urban minorities in the diaspora, before the founding of Israel in 1948. The Tu of Northwest China maintain separate ethnic temples for rainfall rituals not available in the Buddhist temples that all attend. The slave ancestors of Haiti, who incorporated West African rituals into Vodou, nonetheless excluded African rainfall rituals. We attribute this exclusion to slavery itself; slaves have little interest in performing rituals for the fertility of the fields of their masters. At the end of the paper, we identify the causal factors that propelled each systems into a climate-management trajectory different from that of the others. We conclude by identifying a common causal factor that exerts a power over religion in general and that has specifically influenced the climate responses of all three religious systems. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
30. World drought frequency, duration, and severity for 1951-2010.
- Author
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Spinoni, Jonathan, Naumann, Gustavo, Carrao, Hugo, Barbosa, Paulo, and Vogt, Jürgen
- Subjects
- *
DROUGHTS , *CLIMATE change , *METEOROLOGICAL precipitation measurement , *PRECIPITATION variability , *NATURAL disasters , *RAINFALL - Abstract
In the context of climate change characterized by rising temperature and more extreme precipitation regimes, drought is one of the most relevant natural disasters. This paper presents maps of global drought frequency, duration, and severity for the periods 1951-1970, 1971-1990, and 1991-2010, to give an overview of the respective drought hot spots. Drought frequency is defined as the number of drought events occurred, drought duration as the number of months in drought conditions, and drought severity as the sum of the integral area below zero of each event. Because drought is mainly driven by rainfall deficits, we chose the Standardized Precipitation Index (SPI) as the base indicator to derive drought-related quantities. SPI-12 has been calculated on a monthly basis using a Gamma distribution fitted to a 60-year baseline period (1951-2010). Global grids (0.5° ×0.5°) of the Full Data Reanalysis Version 6.0 dataset provided by the Global Precipitation Climatology Centre (GPCC) have been used as precipitation data input. The regions most exposed to prolonged and severe droughts during 1951-1970 were the Central United States, the Argentinian Pampas, Russia, and Central Australia; during 1971-1990 they were Southern Chile, the Sahel, and Siberia; during 1991-2010 they were the Amazon Forest, the Congo River Basin, Mongolia, North Eastern China, and Borneo. A linear trend analysis between 1951 and 2010 shows a small global increase in each drought component, but drought frequency decreased in the Northern Hemisphere. The increase in drought frequency, duration, and severity is found to be significant in Africa, Eastern Asia, Mediterranean region, and Southern Australia, while the Americas and Russia show a decrease in each drought component. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
31. Oceanic influence on the sub-seasonal to interannual timing and frequency of extreme dry spells over the West African Sahel.
- Author
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Salack, Seyni, Giannini, Alessandra, Diakhaté, Moussa, Gaye, Amadou., and Muller, Bertrand
- Subjects
- *
DROUGHTS , *CROP yields , *CLIMATE change , *OCEAN temperature , *RAINFALL - Abstract
Intra-seasonal drought episodes (extreme dry spells) are strongly linked to crop yield loss in the West African Sahel, especially when they occur at crop critical stages such as juvenile or flowering stage. This paper seeks to expose potentially predictable features in the sub-seasonal to inter-annual occurrence of 'extreme dry spells' (extDS) through their links to sea surface temperature anomalies (SSTAs). We consider two kinds of extreme dry spells: more than 2 weeks of consecutive dry days following a rain event (often found at the beginning of the rainy season, after the first rain events) and more than a week (observed towards the end of the rainy season, before the last rain events). We extract dry spells from daily rainfall data at 43 stations (31 stations in Senegal over 1950-2010 and 12 stations in Niger over 1960-2000) to identify the intra-seasonal distribution of extDS and their significant correlation with local rainfall deficits. Seasonality of distribution and high spatial coherence are found in the timing and the frequency of occurrence of extDS in different rainfall regions over Niger and Senegal. The correlation between the regional occurrence index (ROI), necessary to capture the spatial extent of extDS, and observed global sea surface temperature anomalies (SSTAs) sheds light on the influence of the external factors on the decadal, interannual and sub-seasonal variability of extDS over the West African Sahel. When the global tropics and the Atlantic are warmer than normal, more coherent and delayed June-July extDS are observed after onset of rainy season, as well as early cessation type in August-September. When the Indo-Pacific is cooler and the equatorial south Atlantic is warmer than normal little to no extDS are found in the onset sub-period of the monsoon season. Mostly late types of extDS occur in October as a result of late cessation. These results show potential predictability of extreme dry spells after onset and before cessation of monsoonal rain based on global patterns of sea surface temperature anomalies. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
32. Additional multi-proxy stalagmite evidence from northeast Namibia supports recent models of wetter conditions during the 4.2 ka Event in the Southern Hemisphere.
- Author
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Railsback, L. Bruce, Liang, Fuyuan, Brook, George A., Cheng, Hai, and Edwards, R. Lawrence
- Subjects
- *
STALACTITES & stalagmites , *STABLE isotopes , *DROUGHTS - Abstract
The 4.2 ka Event has generally been regarded as a period of decades to at most a few centuries in which comparatively dry conditions existed in the Middle East and more broadly across the mid-latitude Northern Hemisphere. This paper presents new stable-isotopic and petrographic observations from two previously-unreported U-Th-dated stalagmites from Dante Cave in northeastern Namibia. The results are most compatible with wetter conditions during the 4.2 ka Event, and wetness during the 4.2 ka Event is the only inference supported by evidence. These new results add to observations previously reported from a third Dante Cave stalagmite suggesting a comparatively wet 4.2 ka Event in which Africa's Tropical Rain Belt migrated southward and rainfall increased along the Congo Air Boundary and/or Kalahari Discontinuity. The new results support findings from three other locations in Namibia and Botswana, from at least seven other locations in the Southern Hemisphere, and at least one in southern China, that suggest a wetter rather than drier 4.2 ka Event in those regions. The pattern emerging from these sites generally agrees with recent modeling results indicating increased moisture over broad areas (but not all) of the Southern Hemisphere. This in turn suggests a 4.2 ka Event that was not a global drought but was instead a set of latitudinally-dependent responses to global-scale southward migration of the Inter-Tropical Convergence Zone (ITCZ), and thus Africa's loosely linked Tropical Rain Belt, as a result of cooling of the Northern Hemisphere, which brought drier conditions to some areas and wetter conditions to others. • Like one before, two new stalagmites indicate wet 4.2 ka Event in northeast Namibia. • Layer-bounding surfaces and stable isotope data document the wet 4.2 ka Event. • Growing body of proxy evidence from Southern Hemisphere indicates a wet 4.2 ka Event. • Independent modeling supports proxy evidence of wet Southern Hemisphere 4.2 ka Event. • Tropical Rain Belt and ITCZ migrated southward with Northern-Hemisphere cooling. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
33. Drought and climatic change impact on streamflow in small watersheds
- Author
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Tigkas, Dimitris, Vangelis, Harris, and Tsakiris, George
- Subjects
- *
CLIMATE change , *ENVIRONMENTAL impact analysis , *STREAMFLOW , *WATERSHEDS , *REGRESSION analysis , *DROUGHTS , *PARAMETER estimation , *RAINFALL - Abstract
Abstract: The paper presents a comprehensive, thought simple, methodology, for forecasting the annual hydrological drought, based on meteorological drought indications available early during the hydrological year. The meteorological drought of 3, 6 and 9months is estimated using the reconnaissance drought index (RDI), whereas the annual hydrological drought is represented by the streamflow drought index (SDI). Regression equations are derived between RDI and SDI, forecasting the level of hydrological drought for the entire year in real time. Further, using a wide range of scenarios representing possible climatic changes and drought events of varying severity, nomographs are devised for estimating the annual streamflow change. The Medbasin rainfall–runoff model is used to link meteorological data to streamflow. The later approach can be useful for developing preparedness plans to combat the consequences of drought and climate change. As a case study, the area of N. Peloponnese (Greece) was selected, incorporating several small river basins. [Copyright &y& Elsevier]
- Published
- 2012
- Full Text
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34. Assessing future climate changes and extreme indicators in east and south Asia using the RegCM4 regional climate model.
- Author
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Gu, Huanghe, Wang, Guiling, Yu, Zhongbo, and Mei, Rui
- Subjects
- *
CLIMATE change , *ATMOSPHERIC models , *RAINFALL , *FLOODS , *DROUGHTS - Abstract
This paper assesses future climate changes over East and South Asia using a regional climate model (RegCM4) with a 50 km spatial resolution. To evaluate the model performance, RegCM4 is driven with 'perfect boundary forcing' from the reanalysis data during 1970-1999 to simulate the present day climate. The model performs well in reproducing not only the mean climate and seasonality but also most of the chosen indicators of climate extremes. Future climate changes are evaluated based on two experiments driven with boundary forcing from the European-Hamburg general climate model (ECHAM5), one for the present (1970-1999) and one for the SRES A1B future scenario (2070-2099). The model predicts an annual temperature increase of about 3°-5° (smaller over the ocean and larger over the land), and an increase of annual precipitation over most of China north of 30°N and a decrease or little change in the rest of China, India and Indochina. For temperature-related extreme indicators in the future, the model predicts a generally longer growing season, more hot days in summer, and less frost days in winter. For precipitation-related extremes, the number of days with more than 10 mm of rainfall is predicted to increase north of 30°N and decrease in the south, and the maximum five-day rainfall amount and daily intensity will increase across the whole model domain. In addition, the maximum number of consecutive dry days is predicted to increase over most of the model domain, south of 40°N. Most of the Yangtze River Basin in China stands out as 'hotspots' of extreme precipitation changes, with the strongest increases of daily rain intensity, maximum five-day rain amount, and the number of consecutive dry days, suggesting increased risks of both floods and droughts. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
35. DROUGHTS AND THEIR IMPACT ON THE ALBANIAN TERRITORY.
- Author
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LASKA MERKOCI, Aferdita, MUSTAQI, Vangjel, JAUPAJ, Orjeta, COMO, Elvin, BARDHI, Azem, and DVORANI, Mirela
- Subjects
- *
DROUGHTS , *RAINFALL , *CLIMATE change , *METEOROLOGICAL precipitation , *DAMS , *WATERSHEDS - Abstract
Rainfall anomaly and the Standard Precipitation Index (SPI) are the most common meteorological drought indices. The most used and simplest index in the meteorological literature is the SPI. Agriculture is usually the first economic sector to be affected by drought. Agricultural drought can be monitored by focusing on precipitation shortages, differences between ETa and ET0, soil water deficits and reduced ground water and/or reservoir levels. Hydrological drought is associated with the effect of periods of precipitation shortfalls on surface or subsurface water supply. The frequency and severity of hydrological drought is often defined on a watershed basin scale. Although climate is a primary contributor to hydrological drought, other factors such as changes in land use, land degradation, and the construction of dams all affect the hydrological characteristics of a basin. The climate change scenario for Albania indicates a decrease in the amount of precipitation by about 12.5% up to the year 2100. Consequently, severe and extremely dry conditions will have a tendency to increase. The aim of this paper is to present an overview of the agricultural drought indices in current use in Albania, considering the meteorological, climatological, hydrological and agrometeorological elements provided by the IGEWE (a partner in the regional project DMCSEE). Drought is a frequent and common climate phenomenon that happens in almost all climate zones, with impacts in socio-economical areas such as agriculture, energy, etc. [ABSTRACT FROM AUTHOR]
- Published
- 2012
36. Self-Organized Criticality of Rainfall in Central China.
- Author
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Zhiliang Wang and Chunyan Huang
- Subjects
- *
SELF-organized criticality (Statistical physics) , *RAINFALL , *METEOROLOGICAL stations , *CLIMATE change , *DROUGHTS , *DYNAMICS - Abstract
Rainfall is a complexity dynamics process. In this paper, our objective is to find the evidence of self-organized criticality (SOC) for rain datasets in China by employing the theory and method of SOC. For this reason, we analyzed the long-term rain records of five meteorological stations in Henan, a central province of China. Three concepts, that is, rain duration, drought duration, accumulated rain amount, are proposed to characterize these rain events processes. We investigate their dynamics property by using scale invariant and found that the long-term rain processes in central China indeed exhibit the feature of self-organized criticality. The proposed theory and method may be suitable to analyze other datasets from different climate zones in China. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
37. Characteristics of Australian droughts under enhanced greenhouse conditions: Results from 14 global climate models
- Author
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Kirono, D.G.C., Kent, D.M., Hennessy, K.J., and Mpelasoka, F.
- Subjects
- *
DROUGHTS , *RAINFALL , *EVAPOTRANSPIRATION , *CLIMATE change , *SUSTAINABLE development - Abstract
Abstract: This paper presents characteristics of droughts simulated by global climate models (GCMs) under enhanced greenhouse gases conditions. We used a drought index called the Reconnaissance Drought Index (RDI) which takes both rainfall and potential evapotranspiration into account to investigate variations of droughts among 12 regions in Australia. The RDI was applied to simulated climate variables from 14 GCMs performed for the IPCC 4th Assessment Report. The results show a general increase in drought areal extent and/or frequency for most regions. However, the increases are not significant over the North West, North Queensland, Queensland East Coast and Central Queensland. For most regions, the change beyond 2030 is larger than that prior to 2030, but the uncertainty in the projections also increases with time. By 2030, there is a likely (>66% probability) risk of twice or more drought affected area and/or twice as often drought frequency over South West Western Australia. By 2050, this will include the Murray-Darling Basin, South Australia and Victoria, and by 2070 this will extend to New South Wales and Tasmania. For North Queensland such a risk is unlikely (<33% probability) for the next 100 years. This information can be considered indicative in long-term planning focussing on sustainability. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
38. Climate non-stationarity – Validity of calibrated rainfall–runoff models for use in climate change studies
- Author
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Vaze, J., Post, D.A., Chiew, F.H.S., Perraud, J.-M., Viney, N.R., and Teng, J.
- Subjects
- *
CLIMATE change education , *RAINFALL , *MATHEMATICAL models , *MATHEMATICAL models of hydrodynamics , *RUNOFF , *HYDROLOGIC models , *WATERSHEDS , *DATA analysis , *DROUGHTS , *ESTIMATION theory - Abstract
Summary: This paper presents results from a modelling study carried out to investigate whether the calibrated parameter values for rainfall–runoff models based on historical observed data can be used to reliably predict runoff responses to changes in future climate inputs. The modelling experiments are carried out for four rainfall–runoff models using long records of historical daily climate and streamflow data from 61 catchments in southeast Australia. The results indicate that the models, when calibrated using more than 20years of data, can generally be used for climate impact studies where the future mean annual rainfall is not more than 15% drier or 20% wetter than the mean annual rainfall in the model calibration period. It is generally more difficult for a model calibrated over a wet period to predict runoff over a dry period compared to a model calibrated over a dry period to predict runoff over a wet period. For southeast Australia, there is a good reason to use the recent records to calibrate rainfall–runoff models to represent the current prolonged drought over the region and for climate change impact studies where the large majority of climate models predict a drier future across this region. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
39. Towards understanding the unusual Indian monsoon in 2009.
- Author
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Francis, P. and Gadgil, Sulochana
- Subjects
- *
MONSOONS , *CLIMATE change , *RAINFALL , *OCEAN temperature , *DROUGHTS - Abstract
The Indian summer monsoon season of 2009 commenced with a massive deficit in all-India rainfall of 48% of the average rainfall in June. The all-India rainfall in July was close to the normal but that in August was deficit by 27%. In this paper, we first focus on June 2009, elucidating the special features and attempting to identify the factors that could have led to the large deficit in rainfall. In June 2009, the phase of the two important modes, viz., El Niño and Southern Oscillation (ENSO) and the equatorial Indian Ocean Oscillation (EQUINOO) was unfavourable. Also, the eastern equatorial Indian Ocean (EEIO) was warmer than in other years and much warmer than the Bay. In almost all the years, the opposite is true, i.e., the Bay is warmer than EEIO in June. It appears that this SST gradient gave an edge to the tropical convergence zone over the eastern equatorial Indian Ocean, in competition with the organized convection over the Bay. Thus, convection was not sustained for more than three or four days over the Bay and no northward propagations occurred. We suggest that the reversal of the sea surface temperature (SST) gradient between the Bay of Bengal and EEIO, played a critical role in the rainfall deficit over the Bay and hence the Indian region. We also suggest that suppression of convection over EEIO in association with the El Niño led to a positive phase of EQUINOO in July and hence revival of the monsoon despite the El Niño. It appears that the transition to a negative phase of EQUINOO in August and the associated large deficit in monsoon rainfall can also be attributed to the El Niño. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
40. “A sky of brass and burning winds”: documentary evidence of rainfall variability in the Kingdom of Lesotho, Southern Africa, 1824–1900.
- Author
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Nash, David J. and Grab, Stefan W.
- Subjects
- *
WEATHER forecasting , *RAINFALL , *CLIMATE change , *DROUGHTS , *TEMPERATURE effect - Abstract
Forecasting austral summer rainfall in southern Africa is hampered by a lack of long-term instrumental data. This paper extends the historical record for the subcontinent by presenting the first extensive 19th century climate history for Lesotho derived from documentary evidence. The data sources included unpublished English-, French- and Sesotho-language materials archived in Lesotho, South Africa and the UK. These included letters, journals and reports written by missionaries and colonial authorities, which were supplemented by newspapers, diaries, travelogues and other historical sources. Each source was read in chronological order, with any climate information recorded verbatim. Observations were classified into five categories (Very Wet, Relatively Wet, ‘Normal’, Relatively Dry, and Very Dry) based upon the predominant documented climate during each ‘rain-year’ (July to June). The latter portion of the chronology was then compared for accuracy against available instrumental precipitation records from Maseru (1886–1900). The results yield a semi-continuous record of climate information from 1824 to 1900. Data are restricted to lowland areas, but reveal drought episodes in 1833–34, 1841–42, 1845–47, 1848–51, 1858–63, 1865–69, 1876–80, 1882–85 and 1895–99 (the most severe drought years being 1850–51 and 1862–63) and wet periods or floods in 1835–36, 1838–41, 1847–48, 1854–56, 1863–65, 1873–75, 1880–81, 1885–86 and 1890–94. The rainfall chronology is compared with similar records for South Africa, Botswana and Zimbabwe. Linkages to possible forcing mechanisms, including ENSO teleconnections and historical coral-derived southwest Indian Ocean sea surface temperature variations are also explored. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
41. Quantifying Drought Risk in a Nonstationary Climate.
- Author
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Verdon-Kidd, Danielle C. and Kiem, Anthony S.
- Subjects
- *
DROUGHTS , *WATER management , *RAINFALL , *EVAPORATION (Meteorology) , *STREAMFLOW , *DROUGHT forecasting , *CLIMATE change - Abstract
Water management in Australia has traditionally been carried out on the assumption that the historical record of rainfall, evaporation, streamflow, and recharge is representative of current and future climatic conditions. However, in many circumstances, this does not adequately address the potential risks to supply security for towns, industry, irrigators, and the environment. This is because the Australian climate varies markedly due to natural cycles that operate over periods of several years to several decades. There is also serious concern about how anthropogenic climate change may exacerbate drought risk in the future. In this paper, the frequency and severity of droughts are analyzed during a range of “climate states” (e.g., different phases of the Pacific, Indian, and/or Southern Oceans) to demonstrate that drought risk varies markedly over interannual through to multidecadal time scales. Importantly, by accounting for climate variability and change on multitemporal scales (e.g., interdecadal, multidecadal, and the palaeo scale), it is demonstrated that the risk of failure of current drought management practices may be better assessed and more robust climate adaptation responses developed. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
42. Forest—savanna dynamics in the coastal lowland of southern Mozambique since c. AD 1400.
- Author
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Ekblom, Anneli
- Subjects
- *
DROUGHTS , *WEATHER , *NATURAL disasters , *RAINFALL , *CLIMATE change , *CLIMATOLOGY , *AGRICULTURAL climatology , *VEGETATION & climate - Abstract
In the coastal lowlands of Mozambique, an expansion of savannas at the cost of forests has been attributed to anthropogenic influence. There are few investigations that have studied vegetation dynamics over the long term. Pollen analysis from two sedimentary cores in the Chibuene area, 7 km south of Vilanculos presented in this paper show that the coastal area 1600 years ago consisted of a mosaic of forests, Miombo woodlands and grasslands. The data also show that the area supported extensive forests in the past until AD 1400-1600 when the forests declined dramatically. Changing settlement patterns, as suggested from archaeological excavations, cannot be correlated with the forest decline and the charcoal abundance, in the sedimentary cores does not suggest an intensification of farming. Instead the decline of forests appears to be temporally correlated with a prolonged period of repeated dry spells associated with the 'Little Ice Age', which caused a shift in vegetation whereby typical forest species as Trema, Celtis and Moraceae were outcompeted on account of the droughts. This study challenges rooted assumptions about the cause of decline of forests in the coastal region. It also suggests that the forest fragments present on the Mozambique coast today are naturally subject to threat from climatic stress and as such are highly sensitive areas to future climate change. [ABSTRACT FROM AUTHOR]
- Published
- 2008
- Full Text
- View/download PDF
43. The Central American Midsummer Drought: Regional Aspects and Large-Scale Forcing.
- Author
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Small, Richard Justin O., de Szoeke, Simon P., and Xie, Shang-Ping
- Subjects
- *
CLIMATE research , *DROUGHTS , *RAINFALL , *CLIMATE change , *DYNAMIC meteorology , *ANTICYCLONES , *ATMOSPHERIC pressure , *RAINFALL anomalies , *BAROCLINIC models - Abstract
The midsummer drought (MSD) is a diminution in rainfall experienced during the middle of the rainy season in southern Mexico and Central America, as well as in the adjacent Caribbean, Gulf of Mexico, and eastern Pacific seas. The aim of this paper is to describe the regional characteristics of the MSD and to propose some possible forcing mechanisms. Satellite and in situ data are used to form a composite of the evolution of a typical MSD, which highlights its coincidence with a low-level anticyclone centered over the Gulf of Mexico and associated easterly flow across Central America. The diurnal cycle of precipitation over the region is reduced in amplitude during midsummer. The MSD is also coincident with heavy precipitation over the Sierra Madre Occidental (part of the North American monsoon). Reanalysis data are used to show that the divergence of the anomalous low-level flow during the MSD is the main factor governing the variations in precipitation. A linear baroclinic model is used to show that the seasonal progression of the Pacific intertropical convergence zone (ITCZ), which moves northward following warm sea surface temperature (SST) during the early summer, and of the Atlantic subtropical high, which moves westward, are the most important remote factors that contribute toward the low-level easterly flow and divergence during the MSD. The circulation associated with the MSD precipitation deficit helps to maintain the deficit by reinforcing the low-level anticyclonic flow over the Gulf of Mexico. Surface heating over land also plays a role: a large thermal low over the northern United States in early summer is accompanied by enhanced subsidence over the North Atlantic. This thermal low is seen to decrease considerably in midsummer, allowing the high pressure anomalies in the Atlantic and Pacific Oceans to extend into the Gulf of Mexico. These anomalies are maintained until late summer, when an increase in rainfall from the surge in Atlantic tropical depressions induces anomalous surface cyclonic flow with westerlies fluxing moisture from the Pacific ITCZ toward Central America. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
44. Climate Change Scenarios for New Zealand Rainfall.
- Author
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Sansom, John and Renwick, James A.
- Subjects
- *
CLIMATE change , *CLIMATOLOGY , *RAINFALL , *RAINFALL frequencies , *DROUGHTS , *FLOODS , *MARKOV processes , *VAPOR pressure - Abstract
In terms of the effects of future climate change upon society, some of the most important parameters to estimate are associated with changing risks of extreme rainfall events, both floods and droughts. However, such aspects of the climate system are hard to estimate well using general circulation models (GCMs)—in particular, for a small mountainous landmass such as New Zealand. This paper describes a downscaling technique using broad-scale changes simulated by GCMs to select past analogs of future climate. The analog samples are assumed to represent an unbiased sample of future rainfall and are used to develop detailed descriptions of rainfall statistics using hidden semi-Markov models of rainfall breakpoint information. Such models are used to simulate long synthetic rainfall time series for comparison with the historical record. Results for three New Zealand sites show overall increases in rainfall with climate change, brought about largely by an increased frequency of rainfall events rather than an increase in rainfall intensity. There was little evidence for significant increases in high-intensity short-duration rainfalls at any site. Such results suggest that, although regional increases of rainfall are consistent with expected future climate changes, it may be that circulation changes, rather than temperature (and vapor pressure) changes, will be the more important determinant of future rainfall distributions, at least for the coming few decades. [ABSTRACT FROM AUTHOR]
- Published
- 2007
- Full Text
- View/download PDF
45. Climatological Extremes of Simulated Annual Mean Rainfall.
- Author
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Hunt, B. G.
- Subjects
- *
CLIMATOLOGY , *RAINFALL , *CLIMATE change , *PLUVIAL periods , *DROUGHTS , *STOCHASTIC processes , *RESEARCH institutes , *METEOROLOGICAL precipitation - Abstract
The Commonwealth Scientific and Industrial Research Organisation (CSIRO) Mark 2 global coupled climatic model has been used to generate a 10 000-yr simulation of “present” climate. The resultant dataset has been used to investigate a number of aspects of extremes associated with annual mean rainfall. Multimillennial time series of normalized rainfall amounts for selected points are used to highlight secular variability, spatial variations, and the differences between pluvial and drought conditions. Global distributions are also presented for selected rainfall characteristics, including the frequency of occurrence of specified rainfall anomalies with annual durations, the frequency of occurrence of 5-yr sequences of specified rainfall anomalies, and the maximum and minimum normalized rainfall amounts attained in the simulation. Such features cannot be obtained from observations because of their limited duration. A case study is also made of a megadrought over the southwestern United States, together with an analysis of the associated causal mechanisms. Given the exclusion of all external forcing from the model, it is concluded that the extreme annual mean rainfall extremes presented in the paper are attributable to stochastic events. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
46. Recent changes in dry spell and extreme rainfall events in Ethiopia.
- Author
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Seleshi, Y. and Camberlin, P.
- Subjects
- *
RAINFALL frequencies , *RAINFALL , *DROUGHTS , *CLIMATE change , *REGRESSION analysis - Abstract
This paper assesses recent changes in extremes of seasonal rainfall in Ethiopia based on daily rainfall data for 11 key stations over the period 1965–2002. The seasons considered are Kiremt (‘main rains’, June–September) and Belg (‘small rains’, February/March–May). The Mann-Kendall and linear regression trend tests show decreasing trends in the Kiremt and the Belg extreme intensity and maximum consecutive 5-day rains over eastern, southwestern and southern parts of Ethiopia whereas no trends are found in the remaining part of Ethiopia. In general, no trends are found in the yearly maximum length of Kiremt and Belg dry spells (days with rainfall below 1 mm) over Ethiopia. [ABSTRACT FROM AUTHOR]
- Published
- 2006
- Full Text
- View/download PDF
47. An evaluation of the Standardized Precipitation Index, the China-Z Index and the statistical Z-Score.
- Author
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Hong Wu, Michael J. Hayes, Albert Weiss, and Qi Hu
- Subjects
- *
METEOROLOGICAL precipitation measurement , *DROUGHTS , *RAINFALL , *CLIMATE change - Abstract
The Standardized Precipitation Index (SPI) was developed to detect drought and wet periods at different time scales, an important characteristic that is not accomplished with typical drought indices. More and more users employ the SPI to monitor droughts. Although calculation of the SPI is easier than other drought indices, such as the Palmer Drought Index, it is still relatively complex. In China, an index called the China-Z Index (CZI) has been used since 1995 by the National Climate Centre of China to monitor moisture conditions across the country. The calculation of this index is easier than the SPI. A third index, the statistical Z-Score, can also be used to monitor droughts. This paper evaluates the SPI, CZI and Z-Score on 1-, 3-, 6-, 9- and 12-month time scales using monthly precipitation totals for four locations in China from January 1951 to December 1998 representing humid and arid climates, and cases of drought and flood. Advantages and disadvantages for the application of each index are compared. Study results indicate that the CZI and Z-Score can provide results similar to the SPI for all time scales, and that the calculations of the CZI and Z-Score are relatively easy compared with the SPI, possibly offering better tools to monitor moisture conditions. Copyright © 2001 Royal Meteorological Society [ABSTRACT FROM AUTHOR]
- Published
- 2001
- Full Text
- View/download PDF
48. Bayesian network based procedure for regional drought monitoring: The Seasonally Combinative Regional Drought Indicator.
- Author
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Ali, Zulfiqar, Hussain, Ijaz, Grzegorczyk, Marco Andreas, Ni, Guangheng, Faisal, Muhammad, Qamar, Sadia, Shoukry, Alaa Mohamd, Wahab Sharkawy, Mohammed Abdel, Gani, Showkat, and Al-Deek, Fares Fawzi
- Subjects
- *
DROUGHT management , *DROUGHT forecasting , *CLIMATE change , *ENVIRONMENTAL engineering , *DROUGHTS , *WATER management , *RAINFALL - Abstract
Drought is a complex natural hazard. It occurs due to a prolonged period of deficient in rainfall amount in a certain region. Unlike other natural hazards, drought hazard has a recurrent occurrence. Therefore, comprehensive drought monitoring is essential for regional climate control and water management authorities. In this paper, we have proposed a new drought indicator: the Seasonally Combinative Regional Drought Indicator (SCRDI). The SCRDI integrates Bayesian networking theory with Standardized Precipitation Temperature Index (SPTI) at varying gauge stations in various month/seasons. Application of SCRDI is based on five gauging stations of Northern Area of Pakistan. We have found that the proposed indicator accounts the effect of climate variation within a specified territory, accurately characterizes drought by capturing seasonal dependencies in geospatial variation scenario, and reduces the large/complex data for future drought monitoring. In summary, the proposed indicator can be used for comprehensive characterization and assessment of drought at a certain region. • Comprehensive drought monitoring. • Save time and resources in the forecasting of future drought. • Systematic way to combine SDI by using a Bayesian network approach. • Easy in the calculation, save time and resources. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
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