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ESA CCI SM v9: advancements in global satellite soil moisture records
Soil moisture plays a pivotal role in the Earth system, exerting a profound impact on a wide range of environmental and climatic processes. Consequently, accurate monitoring of soil moisture is essential for climate research, environmental management, and the development of adaptation strategies under changing climate conditions.Colin Moldenhauer +10 more
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Earth Observation (EO) data for high resolution soil moisture (SM) monitoring
2023A wealth of soil-vegetation-atmosphere (SVA) variables, such as soil moisture, leaf area index, land surface temperature, precipitation, ... are globally monitored by satellite observations funded by national and international Space Agencies. They have proven useful for improving understanding of the global water and energy cycles and strengthening ...
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2023
Gridded soil moisture (SM) observations play a crucial role in understanding the hydrologic cycle and in agricultural monitoring. High-resolution (0.1 - 1.0 km) SM products can be derived from Copernicus Sentinel-1 (S-1) Synthetic Aperture Radar (SAR) data that are systematically acquired at a global scale.
Francesco Paolo Lovergine +4 more
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Gridded soil moisture (SM) observations play a crucial role in understanding the hydrologic cycle and in agricultural monitoring. High-resolution (0.1 - 1.0 km) SM products can be derived from Copernicus Sentinel-1 (S-1) Synthetic Aperture Radar (SAR) data that are systematically acquired at a global scale.
Francesco Paolo Lovergine +4 more
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Scientific Reports
Soil moisture (SM) is a critical variable influencing various environmental processes, but traditional microwave sensors often lack the spatial resolution needed for local-scale studies. This study develops a novel stacking ensemble learning framework to
Mohammad Sadegh Tahmouresi +2 more
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Soil moisture (SM) is a critical variable influencing various environmental processes, but traditional microwave sensors often lack the spatial resolution needed for local-scale studies. This study develops a novel stacking ensemble learning framework to
Mohammad Sadegh Tahmouresi +2 more
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A gap-filled global long-term satellite soil moisture climate data record from ESA CCI SM
ESA CCI Soil Moisture is a multi-satellite climate data record that consists of harmonized, daily observations coming at present from 19 satellites operating in the microwave domain. The wealth of satellite information, particularly over the last decade, facilitates the creation of a data record with the highest possible data consistency and coverage ...Preimesberger, Wolfgang +6 more
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IEEE Transactions on Geoscience and Remote Sensing
The comprehensive and robust assessment of diverse global-scale satellite-based soil moisture (SM) products from various satellite data sources (e.g., different frequencies and incidence angles) and retrieval algorithms is essential for the refinements ...
Panshan Wang +7 more
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The comprehensive and robust assessment of diverse global-scale satellite-based soil moisture (SM) products from various satellite data sources (e.g., different frequencies and incidence angles) and retrieval algorithms is essential for the refinements ...
Panshan Wang +7 more
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Structural breaks and reduced ground station coverage have previously limited soil moisture (SM) analyses and validation approaches over Eastern Africa. Due to its high dependence on rain-fed agriculture, it is vital to analyze SM variability and establish reliable monitoring frameworks for the region.
Zoe Helbing, Jose Antonio Sobrino
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Zoe Helbing, Jose Antonio Sobrino
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Science of the Total Environment
Soil moisture (SM) directly controls the land surface energy partition which plays an important role in the formation of extreme weather events. However, its dependence on specific climatic conditions is not thoroughly understood due to the complexity of
Xiao Chen +15 more
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Soil moisture (SM) directly controls the land surface energy partition which plays an important role in the formation of extreme weather events. However, its dependence on specific climatic conditions is not thoroughly understood due to the complexity of
Xiao Chen +15 more
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Irrigation accounts for approximately 70 % of global freshwater withdrawals, significantly impacting the water cycle through reduced streamflow and groundwater tables and increased evapotranspiration. Accurate long-term estimates of irrigation water use (IWU) are essential for improving climate model simulations.
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