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 …
A review on interpretable and explainable artificial intelligence in hydroclimatic applications
This review focuses on the use of Interpretable Artificial Intelligence (IAI) and eXplainable
Artificial Intelligence (XAI) models for data imputations and numerical or categorical …
Artificial Intelligence (XAI) models for data imputations and numerical or categorical …
Automated cropland mapping of continental Africa using Google Earth Engine cloud computing
J Xiong, PS Thenkabail, MK Gumma… - ISPRS Journal of …, 2017 - Elsevier
The automation of agricultural mapping using satellite-derived remotely sensed data
remains a challenge in Africa because of the heterogeneous and fragmental landscape …
remains a challenge in Africa because of the heterogeneous and fragmental landscape …
Satellite‐based monitoring of irrigation water use: Assessing measurement errors and their implications for agricultural water management policy
Reliable accounting of agricultural water use is critical for sustainable water management.
However, the majority of agricultural water use is not monitored, with limited metering of …
However, the majority of agricultural water use is not monitored, with limited metering of …
Quantification of irrigation water using remote sensing of soil moisture in a semi-arid region
Irrigated agriculture is the principal consumer of fresh water resources. Most countries do not
have a precise measurement of water consumption for irrigation. In this study, an innovative …
have a precise measurement of water consumption for irrigation. In this study, an innovative …
[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 …
[HTML][HTML] How accurately can we retrieve irrigation timing and water amounts from (satellite) soil moisture?
While ensuring food security worldwide, irrigation is altering the water cycle and generating
numerous environmental side effects. As detailed knowledge about the timing and the …
numerous environmental side effects. As detailed knowledge about the timing and the …
Exploiting high-resolution remote sensing soil moisture to estimate irrigation water amounts over a Mediterranean region
Despite irrigation being one of the main sources of anthropogenic water consumption,
detailed information about water amounts destined for this purpose are often lacking …
detailed information about water amounts destined for this purpose are often lacking …
Human impact parameterizations in global hydrological models improve estimates of monthly discharges and hydrological extremes: a multi-model validation study
TIE Veldkamp, F Zhao, PJ Ward… - Environmental …, 2018 - iopscience.iop.org
Human activity has a profound influence on river discharges, hydrological extremes and
water-related hazards. In this study, we compare the results of five state-of-the-art global …
water-related hazards. In this study, we compare the results of five state-of-the-art global …
Quantifying future water-saving potential under climate change and groundwater recharge scenarios in Lower Chenab Canal, Indus River Basin
Quantifying water-saving potential (WSP) is crucial for sustainable water resource
management in canal command areas and river basins. Previous studies have partially or …
management in canal command areas and river basins. Previous studies have partially or …