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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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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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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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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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Deciphering the Role of Total Water Storage Anomalies in Mediating Regional Flooding

Geophysical research letters, 2024-08, Vol.51 (16), p.n/a

2024

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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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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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Comparison of seasonal terrestrial water storage variations from GRACE with groundwater-level measurements from the High Plains Aquifer (USA)

Geophysical research letters, 2007-07, Vol.34 (14), p.L14402-n/a

2007

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

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

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

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

Deciphering the Role of Total Water Storage Anomalies in Mediating Regional Flooding

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

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

Comparison of seasonal terrestrial water storage variations from GRACE with groundwater-level measurements from the High Plains Aquifer (USA)

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

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

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