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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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Uncertainty in evapotranspiration from land surface modeling, remote sensing, and GRACE satellites

Water resources research, 2014-02, Vol.50 (2), p.1131-1151

2014

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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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Groundwater depletion and sustainability of irrigation in the US High Plains and Central Valley

Proceedings of the National Academy of Sciences - PNAS, 2012-06, Vol.109 (24), p.9320-9325

2012

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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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GRACE Hydrological estimates for small basins: Evaluating processing approaches on the High Plains Aquifer, USA

Water resources research, 2010-11, Vol.46 (11), p.n/a

2010

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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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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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Enhancing drought resilience with conjunctive use and managed aquifer recharge in California and Arizona

Environmental research letters, 2016-03, Vol.11 (3), p.35013-35027

2016

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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

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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Evaluation of groundwater storage monitoring with the GRACE satellite: Case study of the High Plains aquifer, central United States

Water resources research, 2009-05, Vol.45 (5), p.W05410-n/a

2009

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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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Global impacts of conversions from natural to agricultural ecosystems on water resources: Quantity versus quality

Water resources research, 2007-03, Vol.43 (3), p.W03437-n/a

2007

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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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Will water scarcity in semiarid regions limit hydraulic fracturing of shale plays?

Environmental research letters, 2014-12, Vol.9 (12), p.124011

2014

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Potential climate change effects on groundwater recharge in the High Plains Aquifer, USA

Water resources research, 2013-07, Vol.49 (7), p.3936-3951

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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Drought and the water-energy nexus in Texas

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

2013

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Drinking water quality and social vulnerability linkages at the system level in the United States

Environmental research letters, 2023-09, Vol.18 (9), p.94039

2023

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

Uncertainty in evapotranspiration from land surface modeling, remote sensing, and GRACE satellites

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

Groundwater depletion and sustainability of irrigation in the US High Plains and Central Valley

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

GRACE Hydrological estimates for small basins: Evaluating processing approaches on the High Plains Aquifer, USA

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

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

Enhancing drought resilience with conjunctive use and managed aquifer recharge in California and Arizona

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

Evaluation of groundwater storage monitoring with the GRACE satellite: Case study of the High Plains aquifer, central United States

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

Global impacts of conversions from natural to agricultural ecosystems on water resources: Quantity versus quality

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

Will water scarcity in semiarid regions limit hydraulic fracturing of shale plays?

Potential climate change effects on groundwater recharge in the High Plains Aquifer, USA

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

Drought and the water-energy nexus in Texas

Drinking water quality and social vulnerability linkages at the system level in the United States

Global synthesis of groundwater recharge in semiarid and arid regions

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

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