Irrigation in the Earth system
Irrigation accounts for~ 70% of global freshwater withdrawals and~ 90% of consumptive
water use, driving myriad Earth system impacts. In this Review, we summarize how irrigation …
water use, driving myriad Earth system impacts. In this Review, we summarize how irrigation …
A review of irrigation information retrievals from space and their utility for users
Irrigation represents one of the most impactful human interventions in the terrestrial water
cycle. Knowing the distribution and extent of irrigated areas as well as the amount of water …
cycle. Knowing the distribution and extent of irrigated areas as well as the amount of water …
Bayesian machine learning ensemble approach to quantify model uncertainty in predicting groundwater storage change
J Yin, J Medellín-Azuara, A Escriva-Bou… - Science of The Total …, 2021 - Elsevier
Agricultural water demand, groundwater extraction, surface water delivery and climate have
complex nonlinear relationships with groundwater storage in agricultural regions. As an …
complex nonlinear relationships with groundwater storage in agricultural regions. As an …
[HTML][HTML] Regional data sets of high-resolution (1 and 6 km) irrigation estimates from space
Irrigation water use represents the primary source of freshwater consumption by humans.
The amount of water withdrawals for agricultural purposes is expected to further increase in …
The amount of water withdrawals for agricultural purposes is expected to further increase in …
Reconstruction of GRACE total water storage through automated machine learning
Abstract The Gravity Recovery and Climate Experiment (GRACE) satellite mission and its
follow‐on, GRACE‐FO, have provided unprecedented opportunities to quantify the impact of …
follow‐on, GRACE‐FO, have provided unprecedented opportunities to quantify the impact of …
Groundwater withdrawal prediction using integrated multitemporal remote sensing data sets and machine learning
Effective monitoring of groundwater withdrawals is necessary to help mitigate the negative
impacts of aquifer depletion. In this study, we develop a holistic approach that combines …
impacts of aquifer depletion. In this study, we develop a holistic approach that combines …
重力卫星GRACE Mascon 产品的应用研究进展与展望
张岚， 孙文科 - 地球与行星物理论评, 2022 - sjdz.org.cn
2002 年重力卫星GRACE 的成功发射极大地促进了地球科学多个领域, 包括全球海平面变化,
极地冰盖与高山冰川消融, 水文以及固体地球等多个领域的发展. 然而, GRACE …
极地冰盖与高山冰川消融, 水文以及固体地球等多个领域的发展. 然而, GRACE …
Landscape changes and their hydrologic effects: Interactions and feedbacks across scales
Human activities have extensively altered landscapes throughout the world and further
changes are expected in the future. Anthropogenic impacts such as land use change …
changes are expected in the future. Anthropogenic impacts such as land use change …
Anthropogenic and climate contributions on the changes in terrestrial water storage in India
Despite the rapid depletion of groundwater and significant changes in surface water storage,
the role of anthropogenic and climatic factors on terrestrial water storage (TWS) in India …
the role of anthropogenic and climatic factors on terrestrial water storage (TWS) in India …
Improved water storage estimates within the North China Plain by assimilating GRACE data into the CABLE model
As one of the most important crop-producing bases, the North China Plain (NCP) has
suffered serious groundwater depletion due to drying climate and intensive human activities …
suffered serious groundwater depletion due to drying climate and intensive human activities …