Regional data sets of high-resolution (1 and 6 km) irrigation estimates from space
- 1. Dept. of Civil and Environmental Engineering, University of Perugia / Research Institute for Geo-Hydrological Protection, National Research Council
- 2. Research Institute for Geo-Hydrological Protection, National Research Council
- 3. Department of Geodesy and Geoinformation, Research Unit Remote Sensing, TU Wien
- 4. Earth Intelligence, Spire Global
- 5. Observatori de l'Ebre (OE), Ramon Llull University
- 6. School of Engineering, The University of Newcastle
- 7. European Space Agency, ESRIN
Description
The products are the first regional-scale and high-resolution (1 and 6 km) irrigation water data sets obtained from remote sensing observations. They cover three major river basins: the Ebro river basin (North-eastern Spain), the Po valley (Northern Italy), and the Murray-Darling basin (South-eastern Australia). The data sets are an outcome of the European Space Agency (ESA) Irrigation+ project (https://esairrigationplus.org/). The irrigation amounts have been estimated through the SM-based (Soil-Moisture-based) inversion approach. The satellite-derived irrigation products referring to the European sites have a spatial resolution of 1 km, and they are retrieved by exploiting Sentinel-1 soil moisture data obtained through the RT1 (first-order Radiative Transfer) model. A spatial sampling of 6 km is instead used for the Australian pilot area, since in this case the soil moisture information comes from CYGNSS (Cyclone Global Navigation Satellite System) observations. The three irrigation products are delivered with a weekly temporal aggregation. The 1 km data sets over the two European regions cover a period ranging from January 2016 to July 2020, while the irrigation estimates over the Murray-Darling basin are available for the time span April 2017 – July 2020. Details on the data sets development and on their performance assessment can be found in:
Dari, J., Brocca, L., Modanesi, S., Massari, C., Tarpanelli, A., Barbetta, S., Quast, R., Vreugdenhil, M., Freeman, V., Barella-Ortiz, A., Quintana-Seguí, P., Bretreger, D., Volden, E. Regional data sets of high-resolution (1 and 6 km) irrigation estimates from space. Earth System Science Data, 15, 1555–1575, https://doi.org/10.5194/essd-15-1555-2023, 2023.
Novelties in v1.1 with respect to v1.0:
v1.1 of irrigation estimates through the SM-based inversion approach are currently available for the Ebro basin and the Po valley only. The novelties with respect to the previous version are: (i) the use of high-resolution (1 km) potential evapotranspiration rates in the algorithm and (ii) temporal extension as now the data sets cover a 6-year period from January 2016 to December 2021.
Acknowledgements:
ESA Irrigation+ project, https://esairrigationplus.org/, (contract n. 4000129870/20/I-NB).
ESA 4DMED-Hydrology project, https://www.4dmed-hydrology.org/, (contract n. 4000136272/21/I-EF).