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Decision Support Tools for Water Quality Management.
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Abstract
- Summary: The sustainability of water resources worldwide is increasingly imperiled as climate change contributes to the human-induced problems of water supply scarcity and maldistribution. Environmental problems associated with water quality, such as aquifer depletion, land subsidence, the seasonal drying of river flows, waterlogging, the salinization of rivers and groundwater, and human health problems from the excessive use of fertilizers and pesticides will require a radical re-thinking of resource-management policy and new tools to help analysts and regulators craft novel solutions. Over the past several decades, with the advent and rapid progress of computational technology, watershed models have increasingly become important and effective tools for tackling a wide range of water resource and environmental management issues and for supporting regulatory compliance. Statistical and machine-learning methods are being used to support and even supplant more traditional simulation models to improve the estimation of the temporal dynamics and patterns of variability in pollutant concentrations and loads. With the advancements in modeling approaches for water quality, there have also been developments in decision-support tools for water quality management. This reprint describes innovative decision-support approaches from around the world and across sectors that can be applied by stakeholders, government entities, and regulators to reduce environmental pollution and result in cost-effective and sustainable water management strategies.
- Subjects :
- Environmental economics
Pollution control
Research & information: general
CART
CE-QUAL-W2
Daubechies 5 wavelet
Decision Support System
EDSS
Gradient Boosting
ID3
MLP neural network
SaaS
Sacramento-San Joaquin Delta
San Joaquin River
WARMF
agriculture
ambient monitoring
assimilative capacity
bagging
boosting
chemical footprint
conservation practices
data collection
decision making
decision support
decision support system
decomposition-and-ensemble
drinking water quality
economics
emerging contaminants
endocrine-disrupting compounds
estuarine salinity
extremely random trees
flow reconstruction
footprint calculator
geographical information systems
hybrid model
irrigated agriculture
irrigation
land use factor
long short-term memory network
model
n/a
nutrients
operational decision-making
personal care products
policy
pre-development
random forest
real-time management economics
real-time monitoring
regression model
remote sensing
salinity
salinity intrusion
sediment
stakeholder involvement
stream water quality
targeting
tree-ring
water
water quality
water quality forecast
water quality forecasting
watershed management
Subjects
Details
- Language :
- English
- ISBN :
- 9783036577944
9783036577951
books978-3-0365-7795-1 - ISBNs :
- 9783036577944, 9783036577951, and 9783036577951
- Database :
- Jio Institute Digital Library OPAC
- Journal :
- Decision Support Tools for Water Quality Management
- Notes :
- 003699, Health Management, Open Access star Unrestricted online access, Creative Commons https://creativecommons.org/licenses/by/4.0/ cc https://creativecommons.org/licenses/by/4.0/, English
- Publication Type :
- eBook
- Accession number :
- jio.Koha.JDL.1287
- Document Type :
- Book; Electronic document