WP1

WP Type Item Year Title Reference Public file Private file
WP1 WP1 D1.1.2 2020 Regional sub-daily stochastic weather generator based on reanalysis for surface water stress estimation in central Tunisia
Farhani, N., Carreau, J., Kassouk, Z., Mougenot, B., Le Page, M., Lili-Chabaane, Z., Zitouna-Chebbi, R., Boulet, G. (2022). Regional sub-daily stochastic weather generator based on reanalyses for surface water stress estimation in central Tunisia. Environmental Modelling & Software, 155, 105448.URL
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WP1 Article D1.1.2 2022 Sentinel-2 images to assess soil surface characteristics over a rainfed Mediterranean cropping system
Cécile Gomez, Maman Sani Aboubacar, Dino Ienco, Denis Feurer, Zakia Jenhaoui, Attia Rafla, Maguelonne Teisseire, Jean-Stéphane Bailly. 2022. Sentinel-2 images to assess soil surface characteristics over a rainfed Mediterranean cropping system,CATENA, Volume 213 URL
 Cecile Gomez &al v1
WP1 Article D1.1.2 2021 Remote Sensing Energy Balance Model for the Assessment of Crop Evapotranspiration and Water Status in an Almond Rootstock Collection
J. Bellvert, H. Nieto, A. Pelechá, C. Jofre, L. Zazurca, X. Miarnau (2021). Remote sensing energy balance model for the assessment of crop evapotranspiration and water status in an almond rootstock collection. Frontiers in Plant Science, 12, 288. URL
 fpls-12-608967-2_0
WP1 Article D1.1.2 2021 Present and Future High-Resolution Climate Forcings over Semiarid Catchments: Case of the Tensift (Morocco)
A. Moucha, L. Hanich, Y. Tramblay, A. Saaidi, S. Gascoin, E. Martin, M. Le Page, E. Bouras, C. Szczypta, L. Jarlan. Present and Future High-Resolution Climate Forcings over Semiarid Catchments: Case of the Tensift (Morocco). Atmosphere, 12, 370.URL
 atmosphere-12-00370-v22_0
WP1 Proceeding D1.1.2 2020 Scenarios of hydrometeorological variables based on auxiliary data for water stress retrieval in central Tunisia N. Farhani, J. Carreau, G. Boulet, Z. Kassouk, B. Mougenot, M. Le Page, Z. L. Chabaane and R. Zitouna. Scenarios of Hydrometeorological Variables Based on Auxiliary Data for Water Stress Retrieval in Central Tunisia,” 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), 2020, pp. 293-296. URL
WP1 Article D1.1.2 2022 Analysis of multispectral drought indices in Central Tunisia
Farhani, N., Carreau, J., Kassouk, Z., Le Page, M., Lili Chabaane, Z., & Boulet, G. (2022). Analysis of multispectral drought indices in Central Tunisia. Remote Sensing, 14(8), 1813URL
WP1 Article D1.1.2 2023 Observation and assessment of model retrievals of surface exchange components over a row canopy using directional thermal data

Mwangi, S., Boulet, G., Le Page, M., Gastellu-Etchegorry, J. P., Bellvert, J., Lemaire, B., … & Olioso, A. (2023). Observation and assessment of model retrievals of surface exchange components over a row canopy using directional thermal data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16, 7343-7356. URL

WP1 Article D1.1.2 2023 Evaluation of transpiration in different almond production systems with two-source energy balance models from UAV thermal and multispectral imagery

Quintanilla-Albornoz, Manuel, et al. “Evaluation of transpiration in different almond production systems with two-source energy balance models from UAV thermal and multispectral imagery.” Irrigation Science (2023): 1-21 URL
WP1 Article D1.1.2 2024 Assessing the variability of satellite and reanalysis rainfall products over a semiarid catchment in Tunisia Gharnouki, I., Aouissi, J., Benabdallah, S., & Tramblay, Y. (2024). Assessing the variability of satellite and reanalysis rainfall products over a semiarid catchment in Tunisia. Acta Geophysica, 1-17.. URL 2024/04/s11600-024-01293-8-2
WP1 Article D1.1.2 2024 Evaluation of Soil Hydraulic Properties in Northern and Central Tunisian Soils for Improvement of Hydrological Modelling Hmaied, A., Podwojewski, P., Gharnouki, I., Chaabane, H., & Hammecker, C. (2024). Evaluation of Soil Hydraulic Properties in Northern and Central Tunisian Soils for Improvement of Hydrological Modelling. Land, 13(3), 385.. URL
WP1 Article D1.2.2 2021 Land use mosaics in Mediterranean rainfed agricultural areas as an indicator of collective crop successions: Insights from a land use time series study conducted in Cap Bon, Tunisia Biarnès, A., Bailly, J. S., Mekki, I., & Ferchichi, I. (2021). Land use mosaics in Mediterranean rainfed agricultural areas as an indicator of collective crop successions: Insights from a land use time series study conducted in Cap Bon, Tunisia. Agricultural Systems, 194, 103281. URL BiarnesASpub
WP1 Article D1.2.2 2022 Deriving bathymetries from unmanned aerial vehicles: a case study of a small intermittent reservoir Sylvain Massuel, Denis Feurer, Mohamed Amine El Maaoui & Roger Calvez (2022) Deriving bathymetries from unmanned aerial vehicles: a case study of a small intermittent reservoir, Hydrological Sciences Journal, 67:1, 82-93. URL
WP1 Proceeding D1.2.2 2020 Correlation estimation between cereals height and INSAR coherence: a case study of the Lebna watershed in Cap-Bon, Tunisia M. Barbouchi, I. Alaya, R. Abdelfattah, I. Mekki, R. Zitouna, 2020. Correlation Estimation Between Cereals Height And Insar Coherence: A Case Study Of The Lebna Watershed In Cap-Bon, Tunisia. In 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), pp. 347-350, IEEE. URL CORRELATION
WP1 Proceeding D1.2.2 2020 Evaluation of ratio-based vegetation indices for annual crops’ biomass estimation. Lebna watershed, Cap bon, Tunisia I. Alaya, R. Zitouna-Chebbi, I. Mekki, F. Jacob, 2020. Evaluation of Ratio-Based Vegetation Indices For Annual Crops’ Biomass Estimation. Lebna Watershed, Capbon, Tunisia. In 2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS); pp. 326-329, IEEE.URL AA2020-1-Alaya-M2GARSS2_groa
WP1 Article D1.2.2 2023 Effect of salinity on the fate of pesticides in irrigated systems: a first overview

Khouni, M., Hammecker, C., Grunberger, O., & Chaabane, H. (2023). Effect of salinity on the fate of pesticides in irrigated systems: a first overview. Environmental Science and Pollution Research, 30(39), 90471-90488. URL 
WP1 Article D1.2.2 2020 On the transpiration of wild olives under water-limited conditions in a heterogeneous ecosystem with shallow soil over fractured rock
Corona, Roberto, and Nicola Montaldo. “On the transpiration of wild olives under water-limited conditions in a heterogeneous ecosystem with shallow soil over fractured rock.” Journal of Hydrology and Hydromechanics 68.4 (2020): 338-350. URL
WP1 Article D1.2.2 2021 Rock water as a key resource for patchy ecosystems on shallow soils: Digging deep tree clumps subsidize surrounding surficial grass
Montaldo, Nicola, et al. “Rock water as a key resource for patchy ecosystems on shallow soils: Digging deep tree clumps subsidize surrounding surficial grass.” Earth’s Future 9.2 (2021): e2020EF001870.URL 

WP2

WP Type Item Year Title Reference Public file Private file
WP2 Article D2.1.2 2022 Accounting for Almond Crop Water Use under Different Irrigation Regimes with a Two-Source Energy Balance Model and Copernicus-Based Inputs

Jofre-Čekalović, C.; Nieto, H.; Girona, J.; Pamies-Sans, M.; Bellvert, J. Accounting for Almond Crop Water Use under Different Irrigation Regimes with a Two-Source Energy Balance Model and Copernicus-Based Inputs. Remote Sens. 2022, 14, 2106.URL 
WP2 Article D2.1.2 2021 Cereal Yield Forecasting with Satellite Drought-Based Indices, Weather Data and Regional Climate Indices Using Machine Learning in Morocco Bouras E., Jarlan L., Er-Raki S., Balaghi R., Amazirh A., Richard B., Khabba S., 2021. Cereal Yield Forecasting with Satellite Drought-Based Indices, Weather Data and Regional Climate Indices Using Machine Learning in Morocco. Remote Sensing, 13 (16): 3101. URL. remotesensing-13-03101
WP2 Article D2.1.2 2021 Retrieving Crop Albedo Based on Radar Sentinel-1 and Random Forest Approach Amazirh, A.; Bouras, E.H.; Olivera-Guerra, L.E.; Er-Raki, S.; Chehbouni, A. , 2021. Retrieving Crop Albedo Based on Radar Sentinel-1 and Random Forest Approach. Remote Sensing, 13, 3181 URL remotesensing-13-03181
WP2 Article D2.1.2 2022 Utility of Copernicus-Based Inputs for Actual Evapotranspiration Modeling in Support of Sustainable Water Use in Agriculture
R. Guzinski, H. Nieto, J. M. Sánchez, R. López-Urrea, D. M. Boujnah and G. Boulet, “Utility of Copernicus-Based Inputs for Actual Evapotranspiration Modeling in Support of Sustainable Water Use in Agriculture,” in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 11466-11484, 2021, URL
 GuzinskiJSTARS2021_0
WP2 Chapter book D2.1.2 2023 Aquifer Structuring and Hydrogeological Investigation in North African Regions Using Geophysical Methods: Case Study of the Aquifer System in the Kairouan Plain (Central Tunisia) Lachaal, F., Azaiez, H., Bruni, R., Gabtni, H., Bedir, M., 2023. Aquifer Structuring and Hydrogeological Investigation in North African Regions Using Geophysical Methods: Case Study of the Aquifer System in the Kairouan Plain (Central Tunisia). Geology of North Africa and the Mediterranean: Sedimentary Basins and Georesource, Regional Geology Reviews, URL
WP2 Article D2.1.2 2022 Soil Moisture Estimates in a Grass Field Using Sentinel-1 Radar Data and an Assimilation Approach Montaldo, N., Fois, L., & Corona, R. (2021). Soil Moisture Estimates in a Grass Field Using Sentinel-1 Radar Data and an Assimilation Approach. Remote Sensing, 13(16), 3293. URL Montaldo-RS-2021_0
WP2 Article D2.1.2 2020 Linkages between Rainfed Cereal Production and Agricultural Drought through Remote Sensing Indices and a Land Data Assimilation System: A Case Study in Morocco Bouras E., Jarlan L., Er-Raki S., Albergel C., Richard B., Balaghi R., Khabba S. 2020. Linkages between rainfed cereal production and agricultural drought through remote sensing indices and a Land Data Assimilation System: a case study in Morocco. Remote Sensing, 12, 4018. URL remotesensing-12-04018-v2
WP2 Article D2.1.2 2020 Monitoring of wheat crops using the backscattering coefficient and the interferometric coherence derived from Sentinel-1 in semi-arid areas
Ouaadi, N., Jarlan, L., Ezzahar, J., Zribi, M., Khabba, S., Bouras, E., … & Frison, P. L. (2020). Monitoring of wheat crops using the backscattering coefficient and the interferometric coherence derived from Sentinel-1 in semi-arid areas. Remote Sensing of Environment, 251, 112050. URL
WP2 Article D2.1.2 2022 Geophysical and hydrogeological investigations of water leakage from a reservoir dam to a coastal aquifer: the Lebna Case Study (Northeastern Tunisia) Ouhichi, N., Hamdi, R., Lachaal, F., Gabtni, H., Grunberger, O., 2022. Geophysical and hydrogeological investigations of water leakage from a reservoir dam to a coastal aquifer: the Lebna Case Study (Northeastern Tunisia). 2022. Arab J Geosci. URL Ouhichi et al 2022_0
WP2 Article D2.2.2 2022 Disaggregation of SMAP Soil Moisture at 20 m Resolution: Validation and Sub-Field Scale Analysis Paolini, G.; Escorihuela, M.J.; Bellvert, J.; Merlin, O. Disaggregation of SMAP Soil Moisture at 20 m Resolution: Validation and Sub-Field Scale Analysis. Remote Sens. 2022, 14, 167. URL remotesensing-14-00167
WP2 Article D2.2.2 2023 Observation and Assessment of Model Retrievals of Surface Exchange Components Over a Row Canopy Using Directional Thermal Data
Mwangi, S., Boulet, G., Le Page, M., Gastellu-Etchegorry, J. P., Bellvert, J., Lemaire, B., … & Olioso, A. (2023). Observation and assessment of model retrievals of surface exchange components over a row canopy using directional thermal data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16, 7343-7356.  URL
WP2 Article D2.2.2 2022 Assessment of an extended SPARSE model for estimating evapotranspiration from directional thermal infrared data

Mwangi, Samuel, Gilles Boulet, and Albert Olioso. “Assessment of an extended SPARSE model for estimating evapotranspiration from directional thermal infrared data.” Agricultural and Forest Meteorology 317 (2022): 108882. URL 
WP2 Article D2.2.2 2022 Classification of Different Irrigation Systems at Field Scale Using Time-Series of Remote Sensing Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Paolini, G, Escorihuela, M.J, Merlin, O, et al. Classification of Different Irrigation Systems at Field Scale Using Time-Series of Remote Sensing Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, vol. 15, p. 10055-10072. URL Paolini&al_Classification_irrigation2022-Series_of_Remote_Sensing_Data
WP2 Article D2.2.2 2023 Documenting evapotranspiration and surface energy fluxes over rainfedannual crops within a Mediterraneanhilly agrosystem. Agricultural Water Management Zitouna-Chebbi, R., Jacob, F., Prevot, L., & Voltz, M. (2023). Documentingevapotranspiration and surface energy fluxesover rainfed annual crops within aMediterranean hilly agrosystem. AgriculturalWater Management, 277, 108117. URL Agricultural Water Management

WP3

WP Type Item Year Title Reference Public file Private file
WP3 Article D3.1.2 2020 Evapotranspiration partition using the multiple energy balance version of the ISBA-A-gs land surface model over two irrigated crops in a semi-arid Mediterranean region (Marrakech, Morocco) G. Aouade, L. Jarlan, J. Ezzahar, S. Er-Raki, A. Napoly, A. Benkaddour, S. Khabba, G. Boulet, S. Garrigues, A. Chehbouni, A. Boone, 2020. Evapotranspiration partition using the multiple energy balance version of the ISBA-A-gs land surface model over two irrigated crops in a semi-arid Mediterranean region (Marrakech, Morocco), Hydrology and Earth System Science, 24, 3789–3814. URL hess-24-3789-2020-2_0
WP3 Article D3.1.2 2020 A simple light-use-efficiency model to estimate wheat yield in the semi-arid areas S. Khabba, S. Er-Raki, J. Toumi, J. Ezzahar, B. Ait Hssaine, M. Le Page, A. Chehbouni (2020). A simple light-use-efficiency model to estimate wheat yield in the semi-arid areas. Agronomy, 10(10), 1524. URL agronomy-10-01524-2_0
WP3 Article D3.1.2 2021 Performance Evaluation of the WOFOST Model for Estimating Evapotranspiration, Soil Water Content, Grain Yield and Total Above-Ground Biomass of Winter Wheat in Tensift Al Haouz (Morocco): Application to Yield Gap Estimation Dewenam, L.E.F.; Er-Raki, S.; Ezzahar, J.; Chehbouni, A., 2021. Performance Evaluation of the WOFOST Model for Estimating Evapotranspiration, Soil Water Content, Grain Yield and Total Above-Ground Biomass of Winter Wheat in Tensift Al Haouz (Morocco): Application to Yield Gap Estimation. Agronomy, 11, 2480. URL agronomy-11-02480
WP3 Article D3.1.2 2020 Estimating and Modeling the Effects of Grass Growth on Surface Runoff through a Rainfall Simulator on Field Plots Montaldo, N., Curreli, M., Corona, R., Saba, A. and Albertson, J.D., 2020. Estimating and Modeling the Effects of Grass Growth on Surface Runoff through a Rainfall Simulator on Field Plots. Journal of Hydrometeorology, 21(6), pp.1297-1310. URL journalhydrometeorology-21-2020_1
WP3 Article D3.1.2 2022 Multicriteria evaluation of the AquaCrop crop model in a hilly rainfed Mediterranean agrosystem, Agricultural Water Management M. Dhouib, R. Zitouna-Chebbi, L. Prévot, J. Molénat, I. Mekki, F. Jacob ,Multicriteria evaluation of the AquaCrop crop model in a hilly rainfed Mediterranean agrosystem, Agricultural Water Management, Volume 273, 2022, 107912,ISSN 0378-3774 URL AC2022-3-Dhouib-AWM
WP3 Article D3.1.2 2023 Viticulture adaptation to global warming: Modelling gas exchange,water status and leaf temperature toprobe for practices manipulatingwater supply, canopy reflectance andradiation load Garcia-Tejera, O., Bonada, M., Petrie, P. R., Nieto, H., Bellvert, J., & Sadras, V. O. (2023).Viticulture adaptation to global warming:Modelling gas exchange, water status andleaf temperature to probe for practicesmanipulating water supply, canopyreflectance and radiation load. Agriculturaland Forest Meteorology, 331, 109351.URL Garcia-Tejera-etal-2023-Viticulture-adaptation
WP3 Article D3.1.2 2023 Evaluation of transpiration in different almond production systems with two‑source energy balance models from UAV thermal and multispectral imagery Quintanilla-Albornoz, M., Miarnau, X., Pelechá, A., Casadesús, J., García-Tejera, O., & Bellvert, J. (2023). Evaluation of transpiration in different almond production systems with two-source energy balance models from UAV thermal and multispectral imagery. Irrigation Science, 1-21.URL Quintanilla-albornoz_2023
WP3 Article D3.1.2 2024 Topography-Based Estimation of Evapotranspiration at High Altitudes in Semi-arid Regions

Sebbar, B., Merlin, O., Khabba, S., Simonneaux, V., Bouchet, M., Chehbouni, A. (2024). Topography-Based Estimation of Evapotranspiration at High Altitudes in Semi-arid Regions. In: Bezzeghoud, M., et al. Recent Research on Geotechnical Engineering, Remote Sensing, Geophysics and Earthquake Seismology. MedGU 2022. Advances in Science, Technology & Innovation. Springer, Cham. URL 
WP3 Article D3.1.2 2021 Irrigation Amounts and Timing Retrieval through Data Assimilation of Surface Soil Moisture into the FAO-56 Approach in the South Mediterranean Region

Ouaadi N., Jarlan L., Khabba S., Ezzahar J., Le Page M., Merlin O., 2021. Irrigation amounts and timing retrieval through data assimilation of surface soil moisture into the FAO-56 approach in the south Mediterranean region. Remote sensing, 13, 2667 URL
WP3 Article D3.1.2 2021 Irrigation Water Retrieval Through Data Assimilation of Surface Soil Moisture into the FAO-56 Approach in the South Mediterranean Region

N. Ouaadi, L. Jarlan, S. Khabba, J. Ezzahar and O. Merlin, “Irrigation Water Retrieval Through Data Assimilation of Surface Soil Moisture into the FAO-56 Approach in the South Mediterranean Region,” 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021, pp. 6088-6091 URL,

WP3 Article D3.1.2 2024 Analysis and forecast of crop water demand in irrigation districts across the eastern part of the Ebro river basin (Catalonia, Spain): estimation of evapotranspiration through copernicus-based inputs
Bellvert, J., Pamies-Sans, M., Quintana-Seguí, P., & Casadesús, J. (2024). Analysis and forecast of crop water demand in irrigation districts across the eastern part of the Ebro river basin (Catalonia, Spain): estimation of evapotranspiration through copernicus-based inputs. Irrigation Science, 1-18. URL  
WP3 Article D3.2.2 2023 A review of Soil and Water Assessment Tool (SWAT) studies of Mediterranean catchments: Applications, feasibility, and future directions.
Aloui, S., Mazzoni, A., Elomri, A., Aouissi, J., Boufekane, A., & Zghibi, A. (2023). A review of Soil and Water Assessment Tool (SWAT) studies of Mediterranean catchments: Applications, feasibility, and future directions. Journal of Environmental Management, 326, 116799. URL 
WP3 Article D3.2.2 2023 Diversification from field to landscape to adapt Mediterranean rainfed agriculture to water scarcity in climate change context
Molénat, J., Barkaoui, K., Benyoussef, S., Mekki, I., Zitouna, R., & Jacob, F. (2023). Diversification from field to landscape to adapt Mediterranean rainfed agriculture to water scarcity in climate change context. Current Opinion in Environmental Sustainability, 65, 101336. URL 

WP4

WP Type Item Year Title Reference Public file Private file
WP4 Article D4.2.2 2024 Impact of hydrological connectivity on rainfed annual crops in Mediterranean hilly landscapes: a numerical exploration

Dhouib, M., Molénat, J., Prévot, L., Mekki, I., Zitouna-Chebbi, R., & Jacob, F. (2024). Impact of hydrological connectivity on rainfed annual crops in Mediterranean hilly landscapes: a numerical exploration. URL

 2024/10/AC2024-4-Dhouib-ASD.pdf
WP4 Article D4.2.2 2024 Co-production opportunities seized and missed in decision-support frameworks for climate-change adaptation in agriculture–How do we practice the “best practice”?

Dolinska, A., Hassenforder, E., Loboguerrero, A. M., Sultan, B., Bossuet, J., Cottenceau, J., … & Vadez, V. (2023). Co-production opportunities seized and missed in decision-support frameworks for climate-change adaptation in agriculture–How do we practice the “best practice”?. Agricultural Systems, 212, 103775.URL

 1-s2.0-S0308521X23001804-main.pdf

WP5

WP Type Item Year Title Reference Public file Private file
WP5 Article D5.2.4 2020 Remote sensing for agricultural applications: A meta-review M. Weiss, F. Jacob, G. Duveiller, 2020. Remote sensing for agricultural applications: A meta-review. Remote Sensing of Environment, 236, 111402. URL 1-s2.0-S0034425719304213-am_1
WP5 Article D5.2.4 2023 Water use efficiency across scales: from genes to landscapes, Journal of Experimental Botany Vincent Vadez, Raphael Pilloni, Alexandre Grondin, Amir Hajjarpoor, Hatem Belhouchette, Youssef Brouziyne, Ghani Chehbouni, Mohamed Hakim Kharrou, Rim Zitouna-Chebbi, Insaf Mekki, Jérôme Molénat, Frédéric Jacob, Jérôme Bossuet, Water use efficiency across scales: from genes to landscapes, Journal of Experimental Botany, 2023, erad052, URL Vincent Vadez&al_Water_use_efficiency