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Integration of Sentinel 1 and Sentinel 2 Satellite Images for Crop Mapping [PDF]

open access: yesApplied Sciences, 2021
Crop identification is key to global food security. Due to the large scale of crop estimation, the science of remote sensing was able to do well in this field.
Shilan Felegari   +7 more
doaj   +3 more sources

Evaluating Multi-Temporal Sentinel-1 and Sentinel-2 Imagery for Crop Classification: A Case Study in a Paddy Rice Growing Region of China [PDF]

open access: yesSensors
Information on crop planting structure serves as a key reference for crop growth monitoring and agricultural structural adjustment. Mapping the spatial distribution of crops through feature-based classification serves as a fundamental component of ...
Rui Wang   +6 more
doaj   +2 more sources

Dataset of Sentinel-1 SAR and Sentinel-2 RGB-NDVI imagery. [PDF]

open access: yesData Brief
This article presents a comprehensive dataset combining Synthetic Aperture Radar (SAR) imagery from the Sentinel-1 mission with optical imagery, including RGB and Normalized Difference Vegetation Index (NDVI), from the Sentinel-2 mission. The dataset consists of 8800 images, organized into four folders-SAR_VV, SAR_VH, RGB, and NDVI-each containing 2200
Cardona-Mesa AA   +6 more
europepmc   +4 more sources

Hybrid Methodology Using Sentinel-1/Sentinel-2 for Soil Moisture Estimation

open access: yesRemote Sensing, 2022
Soil moisture is an essential parameter for a better understanding of water processes in the soil–vegetation–atmosphere continuum. Satellite synthetic aperture radar (SAR) is well suited for monitoring water content at fine spatial resolutions on the ...
Simon Nativel   +6 more
doaj   +3 more sources

Speckle Filtering Impact on Land Cover Mapping Using the Combination of Sentinel-1 and Sentinel-2 Images (Case study: Bandar Mahshahr) [PDF]

open access: yesNīvār, 2022
Land use and land cover maps are essentially needed for socio-economic development and environment protection. Accurate and up to date maps play an important role in urban planning.
Mohammad Hossein Hajarian   +2 more
doaj   +1 more source

“Descriptive Risk-Averse Bayesian Decision-Making,” a Model for Complex Biological Motion Perception in the Human Dorsal Pathway

open access: yesBiomimetics, 2022
Biological motion perception is integral not only to survival but also to the social life of human beings. Identifying the underlying mechanisms and their associated neurobiological substrates has been a matter of investigation and debate for some time ...
Khashayar Misaghian   +2 more
doaj   +1 more source

Effectiveness of Sentinel-1 and Sentinel-2 for Flood Detection Assessment in Europe [PDF]

open access: yesNatural Hazards and Earth System Sciences, 2022
Abstract. Inundation is one of the major natural hazards in Europe. The evaluation of the flood hazard and risk is not straightforward mainly due to the monitoring system that is poor or not uniformly distributed in the territory. The ESA Earth Observation Program, including a series of satellites, Sentinels, for the operative observation of the ...
Tarpanelli Angelica   +2 more
openaire   +4 more sources

Field Geometry and the Spatial and Temporal Generalization of Crop Classification Algorithms—A Randomized Approach to Compare Pixel Based and Convolution Based Methods

open access: yesRemote Sensing, 2021
With the ongoing trend towards deep learning in the remote sensing community, classical pixel based algorithms are often outperformed by convolution based image segmentation algorithms.
Mario Gilcher, Thomas Udelhoven
doaj   +1 more source

پایش روند تغییرات ارتفاعی سطح زمین در شهرکرمان و تعیین مناطق پرخطر با استفاده از تصاویر راداری ASAR و SENTINEL 1 [PDF]

open access: yesجغرافیا و مخاطرات محیطی, 2019
تغییرات ارتفاعی رخداده در سطح زمین که غالباً به‌صورت فرونشست و گاهی بالاآمدگی ظاهر می­شود، به‌عنوان یک مخاطره خاموش ولی جدی در محدوده شهر­ها به‌حساب می­آید، که می­تواند به‌مرورزمان صدمات جدی به تأسیسات شهری وارد سازد. به دلیل تغییرات رخداده در سطح آب­های
علی مهرابی   +1 more
doaj   +1 more source

Application of time series InSAR technology in monitoring ground deformation of mining area:A case study at Huolinhe open pit mining area in Inner Mongolia

open access: yesZhongguo dizhi zaihai yu fangzhi xuebao, 2022
In view of the inconsistency of surface coherence between the open-pit mining area and its urban area, an improved time-series InSAR(synthetic Aperture radar interferometry) technique is proposed to monitor the surface deformation of Huolinhe mining area
Hongming WANG   +4 more
doaj   +1 more source

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