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Original Articles

Generation of soil moisture maps from ENVISAT/ASAR images in mountainous areas: a case study

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Pages 2265-2276 | Received 01 Apr 2008, Accepted 06 Apr 2009, Published online: 17 May 2010

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Xiang Zhang, Xinming Tang, Xiaoming Gao & Hui Zhao. (2020) Least Square Based Iteration Approach for Agricultural Soil Moisture Retrieval Using Multi-Sensor Data. Canadian Journal of Remote Sensing 46:2, pages 113-129.
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Gabriel Agustín García, Virginia Venturini, Marco Brogioni, Elisabet Walker & Leticia Rodríguez. (2019) Soil moisture estimation over flat lands in the Argentinian Pampas region using Sentinel-1A data and non-parametric methods. International Journal of Remote Sensing 40:10, pages 3689-3720.
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Xiang Zhang, Baozhang Chen, Hui Zhao, Hongdong Fan & Dong Zhu. (2016) Soil Moisture Retrieval over a Semiarid Area by Means of PCA Dimensionality Reduction. Canadian Journal of Remote Sensing 42:2, pages 136-144.
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AndrewK. Skidmore, Janet Franklin, TerryP. Dawson & Petter Pilesjö. (2011) Geospatial tools address emerging issues in spatial ecology: a review and commentary on the Special Issue. International Journal of Geographical Information Science 25:3, pages 337-365.
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A. Hachani, G. Ramat, S. Paloscia, E. Santi, F. Baroni, G. Fontanelli, A. Lapini, S. Pettinato, S. Pilia & L. Santurri. (2023) Remote sensing techniques for soil humidity monitoring in drought areas: case study of the Wadi Hallouf/Oum Zessar watershed (Tunisia). Remote sensing techniques for soil humidity monitoring in drought areas: case study of the Wadi Hallouf/Oum Zessar watershed (Tunisia).
Ying Yang, Kun-Shan Chen & Xiuyi Zhao. (2022) Modeling of Surface Roughness With an Anisotropic Power-Law Spectrum and Its Applications to Radar Backscattering From Soil Surfaces. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-11.
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Ameneh Tavakol, Kelsey R. McDonough, Vahid Rahmani, Stacy L. Hutchinson & J.M. Shawn Hutchinson. (2021) The soil moisture data bank: The ground-based, model-based, and satellite-based soil moisture data. Remote Sensing Applications: Society and Environment 24, pages 100649.
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Zarai Besma, Walter Christian, Michot Didier, Montoroi Jean Pierre & Hachicha Mohamed. (2021) Soil salinization monitoring method evolution at various spatial and temporal scales in arid context: a review. Arabian Journal of Geosciences 14:4.
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Huizhen Cui, Lingmei Jiang, Simonetta Paloscia, Emanuele Santi, Simone Pettinato, Jian Wang & Gongxue Wang. (2020) Evaluation of Soil Moisture Retrievals from ALOS-2, Sentinel-1 Data in Genhe, China. Evaluation of Soil Moisture Retrievals from ALOS-2, Sentinel-1 Data in Genhe, China.
Michel Le Page, Lionel Jarlan, Marcel M. El Hajj, Mehrez Zribi, Nicolas Baghdadi & Aaron Boone. (2020) Potential for the Detection of Irrigation Events on Maize Plots Using Sentinel-1 Soil Moisture Products. Remote Sensing 12:10, pages 1621.
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Qiangqiang Yuan, Huanfeng Shen, Tongwen Li, Zhiwei Li, Shuwen Li, Yun Jiang, Hongzhang Xu, Weiwei Tan, Qianqian Yang, Jiwen Wang, Jianhao Gao & Liangpei Zhang. (2020) Deep learning in environmental remote sensing: Achievements and challenges. Remote Sensing of Environment 241, pages 111716.
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Safa Bousbih, Mehrez Zribi, Zohra Lili-Chabaane, Bernard Mougenot, Charlotte Pelletier, Mohammad El Hajj & Nicolas Baghdadi. (2020) Sentinel-1 And Sentinel-2 Data For The Characterisation Of The States Of Continental Surface Over A Semi-Arid Region En Tunisia. Sentinel-1 And Sentinel-2 Data For The Characterisation Of The States Of Continental Surface Over A Semi-Arid Region En Tunisia.
Safa Bousbih, Mehrez Zribi, Mohammad El Hajj, Nicolas Baghdadi, Zohra Lili-Chabaane, Qi Gao & Pascal Fanise. (2018) Soil Moisture and Irrigation Mapping in A Semi-Arid Region, Based on the Synergetic Use of Sentinel-1 and Sentinel-2 Data. Remote Sensing 10:12, pages 1953.
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Vijay Bhagat. (2017) Space borne Active Microwave Remote Sensing of Soil Moisture: A Review. Remote Sensing of Land 1:1, pages 53-86.
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Jelena Stamenkovic, Leila Guerriero, Paolo Ferrazzoli, Claudia Notarnicola, Felix Greifeneder & Jean-Philippe Thiran. (2017) Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations. IEEE Transactions on Geoscience and Remote Sensing 55:9, pages 4899-4912.
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M. Zribi, M. Sahnoun, N. Baghdadi, T. Le Toan & A. Ben Hamida. (2016) Analysis of the relationship between backscattered P-band radar signals and soil roughness. Remote Sensing of Environment 186, pages 13-21.
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Katarzyna Dabrowska-Zielinska, Maria Budzynska, Monika Tomaszewska, Alicja Malinska, Martyna Gatkowska, Maciej Bartold & Iwona Malek. (2016) Assessment of Carbon Flux and Soil Moisture in Wetlands Applying Sentinel-1 Data. Remote Sensing 8:9, pages 756.
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G. García, M. Brogioni, V. Venturini, L. Rodriguez, G. Fontanelli, E. Walker, S. Graciani & G. Macelloni. (2016) Determinación de la humedad de suelo mediante regresión lineal múltiple con datos TerraSAR-X. Revista de Teledetección:46, pages 73.
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Emanuele Santi, Simonetta Paloscia, Simone Pettinato & Giacomo Fontanelli. (2016) Application of artificial neural networks for the soil moisture retrieval from active and passive microwave spaceborne sensors. International Journal of Applied Earth Observation and Geoinformation 48, pages 61-73.
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Shaogang Lei, Hequn Chen, Zhengfu Bian & Zhenguo Liu. (2016) Evaluation of integrating topographic wetness index with backscattering coefficient of TerraSAR-X image for soil moisture estimation in a mountainous region. Ecological Indicators 61, pages 624-633.
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Meriem Barbouchi, Riadh Abdelfattah, Karem Chokmani, Nadhira Ben Aissa, Rachid Lhissou & Abderrazzak El Harti. (2015) Soil Salinity Characterization Using Polarimetric InSAR Coherence: Case Studies in Tunisia and Morocco. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8:8, pages 3823-3832.
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Xun Chai, Tingting Zhang, Yun Shao, Huaze Gong, Long Liu & Kaixin Xie. (2015) Modeling and Mapping Soil Moisture of Plateau Pasture Using RADARSAT-2 Imagery. Remote Sensing 7:2, pages 1279-1299.
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Giacomo Bertoldi, Stefano Della Chiesa, Claudia Notarnicola, Luca Pasolli, Georg Niedrist & Ulrike Tappeiner. (2014) Estimation of soil moisture patterns in mountain grasslands by means of SAR RADARSAT2 images andhydrological modeling. Journal of Hydrology 516, pages 245-257.
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S. Paloscia, E. Santi, S. Pettinato, C. Notarnicola, G. Cuozzo, F. Greifeneder & G. Bertoldi. (2014) The use of COSMO-SkyMed images for retrieving snow depth and soil moisture in mountainous areas. The use of COSMO-SkyMed images for retrieving snow depth and soil moisture in mountainous areas.
C. Notarnicola, L. Pasolli, G. Cuozzo, F. Greifeneder, G. Bertoldi, S. Della Chiesa, G. Niedrist, D. Castelletti, U. Tappeiner, L. Bruzzone & M. Zebisch. (2014) Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data. Temporal and spatial soil moisture dynamics in mountain meadows by integrating Radarsat 2 images and ground data.
S. Paloscia, S. Pettinato, E. Santi, C. Notarnicola, L. Pasolli & A. Reppucci. (2013) Soil moisture mapping using Sentinel-1 images: Algorithm and preliminary validation. Remote Sensing of Environment 134, pages 234-248.
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S. Paloscia, S. Pettinato, E. Santi, N. Pierdicca, L. Pulvirenti, C. Notarnicola, G. Pace & A. Reppucci. (2012) An algorithm for soil moisture mapping in view of coming Sentinel-1 satellite. An algorithm for soil moisture mapping in view of coming Sentinel-1 satellite.
N. Baghdadi, R. Cresson, M. El Hajj, R. Ludwig & I. La Jeunesse. (2012) Estimation of soil parameters over bare agriculture areas from C-band polarimetric SAR data using neural networks. Hydrology and Earth System Sciences 16:6, pages 1607-1621.
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