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How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions

Environmental research letters, 2019-07, Vol.14 (7), p.73001

2019

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Water Use for Shale-Gas Production in Texas, U.S

Environmental science & technology, 2012-03, Vol.46 (6), p.3580-3586

2012

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South-to-North Water Diversion stabilizing Beijing’s groundwater levels

Nature communications, 2020-07, Vol.11 (1), p.1-10, Article 3665

2020

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Global evaluation of new GRACE mascon products for hydrologic applications

Water resources research, 2016-12, Vol.52 (12), p.9412-9429

2016

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The food‐energy‐water nexus: Transforming science for society

Water resources research, 2017-05, Vol.53 (5), p.3550-3556

2017

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Global models underestimate large decadal declining and rising water storage trends relative to GRACE satellite data

Proceedings of the National Academy of Sciences - PNAS, 2018-02, Vol.115 (6), p.E1080-E1089

2018

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Have GRACE satellites overestimated groundwater depletion in the Northwest India Aquifer?

Scientific reports, 2016-04, Vol.6 (1), p.24398-24398, Article 24398

2016

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GRACE satellite monitoring of large depletion in water storage in response to the 2011 drought in Texas

Geophysical research letters, 2013-07, Vol.40 (13), p.3395-3401

2013

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Energy/water budgets and productivity of the typical croplands irrigated with groundwater and surface water in the North China Plain

Agricultural and forest meteorology, 2013-11, Vol.181, p.133-142

2013

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Rapid mapping of global flood precursors and impacts using novel five-day GRACE solutions

Scientific reports, 2024-06, Vol.14 (1), p.13841-15, Article 13841

2024

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Reconstructed eight-century streamflow in the Tibetan Plateau reveals contrasting regional variability and strong nonstationarity

Nature communications, 2022-10, Vol.13 (1), p.6416-6416, Article 6416

2022

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How much water can be captured from flood flows to store in depleted aquifers for mitigating floods and droughts? A case study from Texas, US

Environmental research letters, 2019-05, Vol.14 (5), p.54011

2019

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Linkages between GRACE water storage, hydrologic extremes, and climate teleconnections in major African aquifers

Environmental research letters, 2022-01, Vol.17 (1), p.14046

2022

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Drought and the water-energy nexus in Texas

Environmental research letters, 2013-12, Vol.8 (4), p.45033-14

2013

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Effects of climate and irrigation on GRACE-based estimates of water storage changes in major US aquifers

Environmental research letters, 2021-09, Vol.16 (9), p.94009

2021

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Global synthesis of groundwater recharge in semiarid and arid regions

Hydrological processes, 2006-10, Vol.20 (15), p.3335-3370

2006

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Global analysis of approaches for deriving total water storage changes from GRACE satellites

Water resources research, 2015-04, Vol.51 (4), p.2574-2594

2015

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Elevated arsenic in deeper groundwater of the western Bengal basin, India: Extent and controls from regional to local scale

Applied geochemistry, 2011-04, Vol.26 (4), p.600-613

2011

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Impact of land use and land cover change on groundwater recharge and quality in the southwestern US

Global change biology, 2005-10, Vol.11 (10), p.1577-1593

2005

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Using GRACE Satellite Gravimetry for Assessing Large-Scale Hydrologic Extremes

Remote sensing (Basel, Switzerland), 2017-12, Vol.9 (12), p.1287

2017

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Ecohydrology of water-limited environments: A scientific vision

Water resources research, 2006-06, Vol.42 (6), p.W06302-n/a

2006

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Water Issues Related to Transitioning from Conventional to Unconventional Oil Production in the Permian Basin

Environmental science & technology, 2017-09, Vol.51 (18), p.10903-10912

2017

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Daily gridded meteorological variables in Brazil (1980–2013)

International journal of climatology, 2016-05, Vol.36 (6), p.2644-2659

2016

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GRACE satellite observed hydrological controls on interannual and seasonal variability in surface greenness over mainland Australia

Journal of geophysical research. Biogeosciences, 2014-12, Vol.119 (12), p.2245-2260

2014

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Reconstruction of GRACE Mass Change Time Series Using a Bayesian Framework

Earth and space science (Hoboken, N.J.), 2022-07, Vol.9 (7), p.e2021EA002162-n/a

2022

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How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions

Water Use for Shale-Gas Production in Texas, U.S

South-to-North Water Diversion stabilizing Beijing’s groundwater levels

Global evaluation of new GRACE mascon products for hydrologic applications

The food‐energy‐water nexus: Transforming science for society

Global models underestimate large decadal declining and rising water storage trends relative to GRACE satellite data

Have GRACE satellites overestimated groundwater depletion in the Northwest India Aquifer?

GRACE satellite monitoring of large depletion in water storage in response to the 2011 drought in Texas

Energy/water budgets and productivity of the typical croplands irrigated with groundwater and surface water in the North China Plain

Rapid mapping of global flood precursors and impacts using novel five-day GRACE solutions

Reconstructed eight-century streamflow in the Tibetan Plateau reveals contrasting regional variability and strong nonstationarity

How much water can be captured from flood flows to store in depleted aquifers for mitigating floods and droughts? A case study from Texas, US

Linkages between GRACE water storage, hydrologic extremes, and climate teleconnections in major African aquifers

Drought and the water-energy nexus in Texas

Effects of climate and irrigation on GRACE-based estimates of water storage changes in major US aquifers

Global synthesis of groundwater recharge in semiarid and arid regions

Global analysis of approaches for deriving total water storage changes from GRACE satellites

Elevated arsenic in deeper groundwater of the western Bengal basin, India: Extent and controls from regional to local scale

Impact of land use and land cover change on groundwater recharge and quality in the southwestern US

Using GRACE Satellite Gravimetry for Assessing Large-Scale Hydrologic Extremes

Ecohydrology of water-limited environments: A scientific vision

Water Issues Related to Transitioning from Conventional to Unconventional Oil Production in the Permian Basin

Daily gridded meteorological variables in Brazil (1980–2013)

GRACE satellite observed hydrological controls on interannual and seasonal variability in surface greenness over mainland Australia

Reconstruction of GRACE Mass Change Time Series Using a Bayesian Framework

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