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Impact of Spatial Soil and Climate Input Data Aggregation on Regional Yield Simulations
- Source :
- PLoS ONE, Vol 11, Iss 4, p e0151782 (2016), PLoS ONE, PLoS ONE, Public Library of Science, 2016, 11 (4), pp.1-23. ⟨10.1371/journal.pone.0151782⟩, PLOS ONE, 11(4): e0151782, PLoS ONE 11:e0151782 (2016), PLoS one 11(4), e0151782-(2016). doi:10.1371/journal.pone.0151782, Plos One 4 (11), 1-23. (2016)
- Publication Year :
- 2016
- Publisher :
- Public Library of Science (PLoS), 2016.
-
Abstract
- International audience; We show the error in water-limited yields simulated by crop models which is associated with spatially aggregated soil and climate input data. Crop simulations at large scales (regional, national, continental) frequently use input data of low resolution. Therefore, climate and soil data are often generated via averaging and sampling by area majority. This may bias simulated yields at large scales, varying largely across models. Thus, we evaluated the error associated with spatially aggregated soil and climate data for 14 crop models. Yields of winter wheat and silage maize were simulated under water-limited production conditions. We calculated this error from crop yields simulated at spatial resolutions from 1 to 100 km for the state of North Rhine-Westphalia, Germany. Most models showed yields biased by
- Subjects :
- winter-wheat
010504 meteorology & atmospheric sciences
Databases, Factual
SYSTEMS SIMULATION
NITROGEN DYNAMICS
WINTER-WHEAT
CROP MODELS
DATA RESOLUTION
SCALE
WATER
VARIABILITY
CALIBRATION
WEATHER
[SDV]Life Sciences [q-bio]
nitrogen dynamics
01 natural sciences
[SHS]Humanities and Social Sciences
Geographical Locations
Soil
Yield (wine)
Agricultural Soil Science
Germany
Range (statistics)
[MATH]Mathematics [math]
Triticum
2. Zero hunger
Multidisciplinary
Simulation and Modeling
Sampling (statistics)
Agriculture
04 agricultural and veterinary sciences
Plants
data resolution
Europe
Agricultural soil science
[SDE]Environmental Sciences
Wheat
Medicine
ddc:500
Seasons
Maize
Simulation and modeling
Winter
Cereal crops
Research Article
Crops, Agricultural
Climate Change
Science
Soil Science
Soil science
Crops
Research and Analysis Methods
Zea mays
crop models
scale
Model Organisms
Plant and Algal Models
Calibration
[INFO]Computer Science [cs]
Computer Simulation
Grasses
Agricultural Science
0105 earth and related environmental sciences
AGR/02 Agronomia e coltivazioni erbacee
variability
Crop yield
Ecology and Environmental Sciences
Organisms
Biology and Life Sciences
Water
Oryza
15. Life on land
calibration
Data aggregator
13. Climate action
People and Places
040103 agronomy & agriculture
Earth Sciences
0401 agriculture, forestry, and fisheries
Environmental science
systems
Scale (map)
water
Crop Science
Cereal Crops
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 11
- Issue :
- 4
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....2be7a3a57ec4237a7fa0126d647acb71
- Full Text :
- https://doi.org/10.1371/journal.pone.0151782⟩