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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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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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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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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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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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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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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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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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Will Water Issues Constrain Oil and Gas Production in the United States?

Environmental science & technology, 2020-03, Vol.54 (6), p.3510-3519

2020

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Climate change threatens terrestrial water storage over the Tibetan Plateau

Nature climate change, 2022-08, Vol.12 (9), p.801-807

2022

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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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The Texas Soil Observation Network:A Comprehensive Soil Moisture Dataset for Remote Sensing and Land Surface Model Validation

Vadose zone journal, 2019, Vol.18 (1), p.1-20

2019

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Impacts of varying agricultural intensification on crop yield and groundwater resources: comparison of the North China Plain and US High Plains

Environmental research letters, 2015-04, Vol.10 (4), p.44013

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

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

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

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

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?

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

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?

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

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

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

Will Water Issues Constrain Oil and Gas Production in the United States?

Climate change threatens terrestrial water storage over the Tibetan Plateau

Daily gridded meteorological variables in Brazil (1980–2013)

The Texas Soil Observation Network:A Comprehensive Soil Moisture Dataset for Remote Sensing and Land Surface Model Validation

Impacts of varying agricultural intensification on crop yield and groundwater resources: comparison of the North China Plain and US High Plains

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