A review of irrigation information retrievals from space and their utility for users

C Massari, S Modanesi, J Dari, A Gruber… - Remote Sensing, 2021 - mdpi.com
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 …

Soil moisture and sea surface salinity derived from satellite-borne sensors

J Boutin, S Yueh, R Bindlish, S Chan, D Entekhabi… - Surveys in …, 2023 - Springer
The monitoring of soil moisture and sea surface salinity over the Earth has been profoundly
enhanced during the last thirteen years due to a new generation of satellite sensors. L-band …

Multi-layer high-resolution soil moisture estimation using machine learning over the United States

L Karthikeyan, AK Mishra - Remote Sensing of Environment, 2021 - Elsevier
The lack of proper understanding of multi-layer soil moisture (SM) profile (signals) remains a
persistent challenge in sustainable agricultural water management and food security …

[HTML][HTML] Regional data sets of high-resolution (1 and 6 km) irrigation estimates from space

J Dari, L Brocca, S Modanesi, C Massari… - Earth System …, 2023 - essd.copernicus.org
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 …

[HTML][HTML] Prediction of maize crop coefficient from UAV multisensor remote sensing using machine learning methods

G Shao, W Han, H Zhang, L Zhang, Y Wang… - Agricultural Water …, 2023 - Elsevier
In the upcoming irrigation management in agricultural production, accurate mapping of crop
water consumption with a high spatial and temporal resolution at a farm scale is needed. In …

[HTML][HTML] How accurately can we retrieve irrigation timing and water amounts from (satellite) soil moisture?

L Zappa, S Schlaffer, L Brocca, M Vreugdenhil… - International Journal of …, 2022 - Elsevier
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 …

Exploiting high-resolution remote sensing soil moisture to estimate irrigation water amounts over a Mediterranean region

J Dari, L Brocca, P Quintana-Seguí, MJ Escorihuela… - Remote Sensing, 2020 - mdpi.com
Despite irrigation being one of the main sources of anthropogenic water consumption,
detailed information about water amounts destined for this purpose are often lacking …

[HTML][HTML] Comprehensive quality assessment of satellite-and model-based soil moisture products against the COSMOS network in Germany

T Schmidt, M Schrön, Z Li, T Francke… - Remote Sensing of …, 2024 - Elsevier
Critical to the reliable application of gridded soil moisture products is a thorough assessment
of their quality at spatially compatible scales. While previous studies have attempted to …

Challenges and benefits of quantifying irrigation through the assimilation of Sentinel-1 backscatter observations into Noah-MP

S Modanesi, C Massari, M Bechtold… - Hydrology and Earth …, 2022 - hess.copernicus.org
In recent years, the amount of water used for agricultural purposes has been rising due to an
increase in food demand. However, anthropogenic water usage, such as for irrigation, is still …

Irrigation estimates from space: Implementation of different approaches to model the evapotranspiration contribution within a soil-moisture-based inversion algorithm

J Dari, P Quintana-Seguí, R Morbidelli… - Agricultural Water …, 2022 - Elsevier
Irrigation is the most impacting and uncertain human intervention on the water resource. The
possibility of retrieving information on irrigation practices through remote sensing technology …