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Original Articles

SAR-based estimation of areal aboveground biomass (AAB) of herbaceous vegetation in the semi-arid zone: A modification of the water-cloud model

Pages 4089-4100 | Published online: 25 Nov 2010

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Lamin R. Mansaray, Victor T. S. Kabba & Lingbo Yang. (2022) Rice biophysical parameter retrieval with optical satellite imagery: a comparative assessment of parametric and non-parametric models. Geocarto International 37:26, pages 13561-13578.
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Lamin R. Mansaray, Fumin Wang, Adam S. Kanu & Lingbo Yang. (2022) Evaluating Sentinel-1A datasets for rice leaf area index estimation based on machine learning regression models. Geocarto International 37:5, pages 1225-1236.
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M M Prakash Mohan, K Rajitha & Murari R R Varma. (2020) Integration of soil moisture as an auxiliary parameter for the anchor pixel selection process in SEBAL using Landsat 8 and Sentinel - 1A images. International Journal of Remote Sensing 41:3, pages 1214-1231.
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Liangliang Tao, Jing Li, Jinbao Jiang, Xi Chen & Qingkong Cai. (2016) A modified vegetation backscattering model for leaf area index retrieval from SAR time series. International Journal of Remote Sensing 37:24, pages 5884-5901.
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Christina Eisfelder, Claudia Kuenzer & Stefan Dech. (2012) Derivation of biomass information for semi-arid areas using remote-sensing data. International Journal of Remote Sensing 33:9, pages 2937-2984.
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Xianfeng Jiao, Heather McNairn, Jiali Shang, Elizabeth Pattey, Jiangui Liu & Catherine Champagne. (2011) The sensitivity of RADARSAT-2 polarimetric SAR data to corn and soybean leaf area index. Canadian Journal of Remote Sensing 37:1, pages 69-81.
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Articles from other publishers (34)

Bei Zhang, Zhengqiu He, Huanyao Dai & Jianlu Wang. (2023) Feature parameters collaborative inversion based on optical and SAR data. Feature parameters collaborative inversion based on optical and SAR data.
Reneilwe Maake, Onisimo Mutanga, George Chirima & Mbulisi Sibanda. (2023) Quantifying Aboveground Grass Biomass Using Space-Borne Sensors: A Meta-Analysis and Systematic Review. Geomatics 3:4, pages 478-500.
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Linjing Zhang, Huimin Gao & Xiaoxue Zhang. (2023) Combining Radiative Transfer Model and Regression Algorithms for Estimating Aboveground Biomass of Grassland in West Ujimqin, China. Remote Sensing 15:11, pages 2918.
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Tsitsi Bangira, Onisimo Mutanga, Mbulisi Sibanda, Timothy Dube & Tafadzwanashe Mabhaudhi. (2023) Remote Sensing Grassland Productivity Attributes: A Systematic Review. Remote Sensing 15:8, pages 2043.
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Abhilash Singh, Kumar Gaurav, Gaurav Kailash Sonkar & Cheng-Chi Lee. (2023) Strategies to Measure Soil Moisture Using Traditional Methods, Automated Sensors, Remote Sensing, and Machine Learning Techniques: Review, Bibliometric Analysis, Applications, Research Findings, and Future Directions. IEEE Access 11, pages 13605-13635.
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Linda Riquelme, David H. Duncan, Libby Rumpff & Peter Anton Vesk. (2022) Using Remote Sensing to Estimate Understorey Biomass in Semi-Arid Woodlands of South-Eastern Australia. Remote Sensing 14:10, pages 2358.
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Emna Ayari, Zeineb Kassouk, Zohra Lili-Chabaane, Nicolas Baghdadi & Mehrez Zribi. (2022) Investigation of Multi-Frequency SAR Data to Retrieve the Soil Moisture within a Drip Irrigation Context Using Modified Water Cloud Model. Sensors 22:2, pages 580.
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Lamin R. Mansaray, Kangyu Zhang & Adam Sheka Kanu. (2020) Dry biomass estimation of paddy rice with Sentinel-1A satellite data using machine learning regression algorithms. Computers and Electronics in Agriculture 176, pages 105674.
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Salem Issa, Basam Dahy, Taoufik Ksiksi & Nazmi Saleous. (2020) A Review of Terrestrial Carbon Assessment Methods Using Geo-Spatial Technologies with Emphasis on Arid Lands. Remote Sensing 12:12, pages 2008.
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Mehdi Hosseini, Heather McNairn, Scott Mitchell, Laura Dingle Robertson, Andrew Davidson & Saeid Homayouni. (2020) Integration of synthetic aperture radar and optical satellite data for corn biomass estimation. MethodsX 7, pages 100857.
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Mehdi Hosseini, Heather McNairn, Scott Mitchell, Laura Dingle Robertson, Andrew Davidson & Saeid Homayouni. (2019) Synthetic aperture radar and optical satellite data for estimating the biomass of corn. International Journal of Applied Earth Observation and Geoinformation 83, pages 101933.
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Nima Ahmadian, Tobias Ullmann, Jochem Verrelst, Erik Borg, Reinhard Zölitz & Christopher Conrad. (2019) Biomass Assessment of Agricultural Crops Using Multi-temporal Dual-Polarimetric TerraSAR-X Data. PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science 87:4, pages 159-175.
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Kumar, Garg, Govil & Kushwaha. (2019) PolSAR-Decomposition-Based Extended Water Cloud Modeling for Forest Aboveground Biomass Estimation. Remote Sensing 11:19, pages 2287.
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Minfeng Xing, Binbin He, Xiliang Ni, Jinfei Wang, Gangqiang An, Jiali Shang & Xiaodong Huang. (2019) Retrieving Surface Soil Moisture over Wheat and Soybean Fields during Growing Season Using Modified Water Cloud Model from Radarsat-2 SAR Data. Remote Sensing 11:16, pages 1956.
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Kishan Singh Rawat, Sudhir Kumar Singh & Raj Kumar Pal. (2019) Synergetic methodology for estimation of soil moisture over agricultural area using Landsat-8 and Sentinel-1 satellite data. Remote Sensing Applications: Society and Environment 15, pages 100250.
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Chang-an LIU, Zhong-xin CHEN, Yun SHAO, Jin-song CHEN, Tuya Hasi & Hai-zhu PAN. (2019) Research advances of SAR remote sensing for agriculture applications: A review. Journal of Integrative Agriculture 18:3, pages 506-525.
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Andreas Braun, Julia Wagner & Volker Hochschild. (2018) Above-ground biomass estimates based on active and passive microwave sensor imagery in low-biomass savanna ecosystems. Journal of Applied Remote Sensing 12:04, pages 1.
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Yichuan Ma, Minfeng Xing, Xiliang Ni, Jinfei Wang, Jiali Shang & Junjie Zhou. (2018) Using a Modified Water Cloud Model to Retrive Leaf Area Index (LAI) from Radarsat-2 SAR Data Over an Agriculture Area. Using a Modified Water Cloud Model to Retrive Leaf Area Index (LAI) from Radarsat-2 SAR Data Over an Agriculture Area.
Jisung Chang & Maxim Shoshany. (2017) Radar polarization and ecological pattern properties across Mediterranean-to-arid transition zone. Remote Sensing of Environment 200, pages 368-377.
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Mehdi Hosseini & Heather McNairn. (2017) Using multi-polarization C- and L-band synthetic aperture radar to estimate biomass and soil moisture of wheat fields. International Journal of Applied Earth Observation and Geoinformation 58, pages 50-64.
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Xingwen Quan, Binbin He, Marta Yebra, Changming Yin, Zhanmang Liao, Xueting Zhang & Xing Li. (2017) A radiative transfer model-based method for the estimation of grassland aboveground biomass. International Journal of Applied Earth Observation and Geoinformation 54, pages 159-168.
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Zhi Yang, Kun Li, Yun Shao, Brian Brisco & Long Liu. (2016) Estimation of Paddy Rice Variables with a Modified Water Cloud Model and Improved Polarimetric Decomposition Using Multi-Temporal RADARSAT-2 Images. Remote Sensing 8:10, pages 878.
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Minfeng Xing, Jinfei Wang, Jiali Shang, Binbin He, Bo Shan, Xiaodong Huang & Jiang Qian. (2016) Monitoring soil moisture over wheat and soybean fields during growing season using synthetic aperture radar. Monitoring soil moisture over wheat and soybean fields during growing season using synthetic aperture radar.
Liangliang Tao, Jing Li, Jinbao Jiang & Xi Chen. (2016) Leaf Area Index Inversion of Winter Wheat Using Modified Water-Cloud Model. IEEE Geoscience and Remote Sensing Letters 13:6, pages 816-820.
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Emilie Bériaux, François Waldner, François Collienne, Patrick Bogaert & Pierre Defourny. (2015) Maize Leaf Area Index Retrieval from Synthetic Quad Pol SAR Time Series Using the Water Cloud Model. Remote Sensing 7:12, pages 16204-16225.
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Nicolas AckermannNicolas Ackermann. 2015. Growing Stock Volume Estimation in Temperate Forested Areas Using a Fusion Approach with SAR Satellites Imagery. Growing Stock Volume Estimation in Temperate Forested Areas Using a Fusion Approach with SAR Satellites Imagery 11 51 .
Binbin He, Minfeng Xing & Xiaojing Bai. (2014) A Synergistic Methodology for Soil Moisture Estimation in an Alpine Prairie Using Radar and Optical Satellite Data. Remote Sensing 6:11, pages 10966-10985.
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Minfeng Xing, Binbin He, Xiaowen Li & Xingwen Quan. (2014) Soil moisture retrieval using RADARSAT-2 and HJ-1 CCD data in grassland. Soil moisture retrieval using RADARSAT-2 and HJ-1 CCD data in grassland.
Minfeng Xing, Xingwen Quan, Xiaowen Li & Binbin He. (2014) An Extended Approach for Biomass Estimation in a Mixed Vegetation Area Using ASAR and TM Data. Photogrammetric Engineering & Remote Sensing 80:5, pages 429-438.
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Minfeng Xing, Binbin He & Xiaowen Li. (2014) Integration method to estimate above-ground biomass in arid prairie regions using active and passive remote sensing data. Journal of Applied Remote Sensing 8:1, pages 083677.
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Harry Vereecken, Lutz Weihermüller, François Jonard & Carsten Montzka. (2012) Characterization of Crop Canopies and Water Stress Related Phenomena using Microwave Remote Sensing Methods: A Review. Vadose Zone Journal 11:2.
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Yansong Bao, Wei Gao & Zhiqiang Gao. (2009) Estimation of winter wheat biomass based on remote sensing data at various spatial and spectral resolutions. Frontiers of Earth Science in China 3:1, pages 118-128.
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T. Svoray & M. Shoshany. (2003) Herbaceous biomass retrieval in habitats of complex composition: a model merging sar images with unmixed landsat tm data. IEEE Transactions on Geoscience and Remote Sensing 41:7, pages 1592-1601.
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Maxim Shoshany & Tal Svoray. (2002) Multidate adaptive unmixing and its application to analysis of ecosystem transitions along a climatic gradient. Remote Sensing of Environment 82:1, pages 5-20.
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