Articles | Volume 22, issue 10
https://doi.org/10.5194/nhess-22-3461-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-22-3461-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
21 Oct 2022
Research article |
| 21 Oct 2022
| 21 Oct 2022
Interactions between precipitation, evapotranspiration and soil-moisture-based indices to characterize drought with high-resolution remote sensing and land-surface model data
Jaime Gaona
CORRESPONDING AUTHOR
Instituto de Investigación en Agrobiotecnología, CIALE,
Universidad de Salamanca, Villamayor, Salamanca, 37185, Spain
Hydrology and climate change, Observatori de l'Ebre (Universitat Ramon Llull – CSIC), Roquetes, 43520, Catalonia, Spain
Pere Quintana-Seguí
Hydrology and climate change, Observatori de l'Ebre (Universitat Ramon Llull – CSIC), Roquetes, 43520, Catalonia, Spain
María José Escorihuela
IsardSAT, Parc Tecnològic – Barcelona Activa, Barcelona, 08042,
Catalonia, Spain
Aaron Boone
Groupe de Météorologie de Moyenne Echelle, MOdélisation de l'Atmosphère Nuageuse et Analyse, GMME-MOANA, CNRM-GAME (URA CNRS & Météo-France), 42, Av. G. Coriolis, 31057, Toulouse CEDEX 1, France
María Carmen Llasat
Department of Applied Physics, Faculty of Physics, University of
Barcelona, Barcelona, 08028, Catalonia, Spain
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Cited
26 citations as recorded by crossref.
- Almond yield prediction at orchard scale using satellite-derived biophysical traits and crop evapotranspiration combined with machine learning M. Quintanilla-Albornoz et al.
- Cropping camelina with flood irrigation under contrasting fertilization sources A. Royo-Esnal et al.
- Interactions between Soil Moisture and Water Availability over the Inner Mongolia Section of the Yellow River Basin, China K. Zhang et al.
- How Are Pine Species Responding to Soil Drought and Climate Change in the Iberian Peninsula? Á. González-Zamora et al.
- Multi-depth Soil Moisture Modelling Based on Drought Indices and Machine Learning Algorithms B. SASANYA & O. KOLAJO
- Variations of soil moisture and its influencing factors in arid and semi-arid areas, China J. Niu et al.
- How does the climate change effect on hydropower potential, freshwater fisheries, and hydrological response of snow on water availability? S. Soomro et al.
- Remote Sensing Standardized Soil Moisture Index for Drought Monitoring: A Case Study in the Ebro Basin G. Sánchez Alcalde & M. Escorihuela
- Agronomic response, transpiration and water productivity of four almond production systems under different irrigation regimes M. Quintanilla-Albornoz et al.
- Integration of SPEI and machine learning for assessing the characteristics of drought in the middle ganga plain, an agro-climatic region of India B. Kundu et al.
- Methods to correct temperature-induced changes of soil moisture sensors to improve accuracy B. Kelley et al.
- Seasonal Drought Dynamics in Kenya: Remote Sensing and Combined Indices for Climate Risk Planning V. Ogembo et al.
- Exploring the joint probability of precipitation and soil moisture over Europe using copulas C. Cammalleri et al.
- A backtracking search-based extreme gradient boosting algorithm for soil moisture prediction using meteorological variables H. Emami et al.
- Analysis of Climate Change Effects on Precipitation and Temperature Trends in Spain B. Arellano et al.
- Irrigation scheduling of an almond orchard using the water balance and remote and proximal sensing R. Orozco-Moran et al.
- Improvement of low flows simulation in the SASER hydrological modeling chain O. Cenobio-Cruz et al.
- Predictive value of soil moisture and concurrent variables in the multivariate modelling of cereal yields in water-limited environments J. Gaona et al.
- Controls on soil organic carbon across soil depths in tropical and temperate non-volcanic regions H. Lyu et al.
- Review and synthesis: dynamism of classical and holistic drought indices and indicators H. Hirwa
- Toward a Redefinition of Agricultural Drought Periods—A Case Study in a Mediterranean Semi-Arid Region K. Oukaddour et al.
- Mutual-information of meteorological-soil and spatial propagation: Agricultural drought assessment based on network science Q. Wen et al.
- Dynamics and associations of selected agrometeorological variables in Robusta growing regions of Uganda R. Ssembajwe et al.
- Prediction of Streamflow Drought Index for Short-Term Hydrological Drought in the Semi-Arid Yesilirmak Basin Using Wavelet Transform and Artificial Intelligence Techniques O. Katipoğlu
- Temporal Variations in Temperature and Moisture Soil Profiles in a Mediterranean Maquis Forest in Greece A. Bourletsikas et al.
- A Copernicus-based evapotranspiration dataset at 100 m spatial resolution over four Mediterranean basins P. Bartkowiak et al.
26 citations as recorded by crossref.
- Almond yield prediction at orchard scale using satellite-derived biophysical traits and crop evapotranspiration combined with machine learning M. Quintanilla-Albornoz et al.
- Cropping camelina with flood irrigation under contrasting fertilization sources A. Royo-Esnal et al.
- Interactions between Soil Moisture and Water Availability over the Inner Mongolia Section of the Yellow River Basin, China K. Zhang et al.
- How Are Pine Species Responding to Soil Drought and Climate Change in the Iberian Peninsula? Á. González-Zamora et al.
- Multi-depth Soil Moisture Modelling Based on Drought Indices and Machine Learning Algorithms B. SASANYA & O. KOLAJO
- Variations of soil moisture and its influencing factors in arid and semi-arid areas, China J. Niu et al.
- How does the climate change effect on hydropower potential, freshwater fisheries, and hydrological response of snow on water availability? S. Soomro et al.
- Remote Sensing Standardized Soil Moisture Index for Drought Monitoring: A Case Study in the Ebro Basin G. Sánchez Alcalde & M. Escorihuela
- Agronomic response, transpiration and water productivity of four almond production systems under different irrigation regimes M. Quintanilla-Albornoz et al.
- Integration of SPEI and machine learning for assessing the characteristics of drought in the middle ganga plain, an agro-climatic region of India B. Kundu et al.
- Methods to correct temperature-induced changes of soil moisture sensors to improve accuracy B. Kelley et al.
- Seasonal Drought Dynamics in Kenya: Remote Sensing and Combined Indices for Climate Risk Planning V. Ogembo et al.
- Exploring the joint probability of precipitation and soil moisture over Europe using copulas C. Cammalleri et al.
- A backtracking search-based extreme gradient boosting algorithm for soil moisture prediction using meteorological variables H. Emami et al.
- Analysis of Climate Change Effects on Precipitation and Temperature Trends in Spain B. Arellano et al.
- Irrigation scheduling of an almond orchard using the water balance and remote and proximal sensing R. Orozco-Moran et al.
- Improvement of low flows simulation in the SASER hydrological modeling chain O. Cenobio-Cruz et al.
- Predictive value of soil moisture and concurrent variables in the multivariate modelling of cereal yields in water-limited environments J. Gaona et al.
- Controls on soil organic carbon across soil depths in tropical and temperate non-volcanic regions H. Lyu et al.
- Review and synthesis: dynamism of classical and holistic drought indices and indicators H. Hirwa
- Toward a Redefinition of Agricultural Drought Periods—A Case Study in a Mediterranean Semi-Arid Region K. Oukaddour et al.
- Mutual-information of meteorological-soil and spatial propagation: Agricultural drought assessment based on network science Q. Wen et al.
- Dynamics and associations of selected agrometeorological variables in Robusta growing regions of Uganda R. Ssembajwe et al.
- Prediction of Streamflow Drought Index for Short-Term Hydrological Drought in the Semi-Arid Yesilirmak Basin Using Wavelet Transform and Artificial Intelligence Techniques O. Katipoğlu
- Temporal Variations in Temperature and Moisture Soil Profiles in a Mediterranean Maquis Forest in Greece A. Bourletsikas et al.
- A Copernicus-based evapotranspiration dataset at 100 m spatial resolution over four Mediterranean basins P. Bartkowiak et al.
Saved (final revised paper)
Latest update: 16 May 2026
Short summary
Droughts represent a particularly complex natural hazard and require explorations of their multiple causes. Part of the complexity has roots in the interaction between the continuous changes in and deviation from normal conditions of the atmosphere and the land surface. The exchange between the atmospheric and surface conditions defines feedback towards dry or wet conditions. In semi-arid environments, energy seems to exceed water in its impact over the evolution of conditions, favoring drought.
Droughts represent a particularly complex natural hazard and require explorations of their...
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