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Geocarto International Volume 38, 2023 - Issue 1
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Research Article

Cloud detection using sentinel 2 imageries: a comparison of XGBoost, RF, SVM, and CNN algorithms

Rohit Singha Computer Engineering Department, National Institute of Technology, Kurukshetra, IndiaCorrespondence[email protected]
,
Mantosh Biswasa Computer Engineering Department, National Institute of Technology, Kurukshetra, IndiaORCID Iconhttps://orcid.org/0000-0001-9027-4432
ORCID Icon &
Mahesh Palb Civil Engineering Department, National Institute of Technology, Kurukshetra, India
Pages 1-32 | Received 18 May 2022, Accepted 05 Nov 2022, Published online: 27 Nov 2022

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Rohit Singh, Mantosh Biswas & Mahesh Pal. (2023) A transformer-based cloud detection approach using Sentinel 2 imageries. International Journal of Remote Sensing 44:10, pages 3194-3208.
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Sonam Sah, Dipanwita Haldar, Subhash Chandra & Ajeet Singh Nain. (2023) Discrimination and monitoring of rice cultural types using dense time series of Sentinel-1 SAR data. Ecological Informatics 76, pages 102136.
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Prachi Singh, Prashant K. Srivastava, Jochem Verrelst, R.K. Mall, Juan Pablo Rivera, Vikas Dugesar & Rajendra Prasad. (2023) High resolution retrieval of leaf chlorophyll content over Himalayan pine forest using Visible/IR sensors mounted on UAV and radiative transfer model. Ecological Informatics 75, pages 102099.
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Giuseppina Andresini, Annalisa Appice & Donato Malerba. (2023) $\mathsf{SILVIA}$: An eXplainable Framework to Map Bark Beetle Infestation in Sentinel-2 Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 10050-10066.
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Vikram Gaurav Singh & Sudhir Kumar Singh. (2022) Analysis of geo-morphometric and topo-hydrological indices using COP-DEM: a case study of Betwa River Basin, Central India. Geology, Ecology, and Landscapes, pages 1-28.
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