Dataset of Sentinel-1 SAR and Sentinel-2 RGB-NDVI imageryMendeley Data

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 fold...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Data in Brief
المؤلفون الرئيسيون:	Ahmed Alejandro Cardona-Mesa, Rubén Darío Vásquez-Salazar, Luis Gómez, Carlos M. Travieso-González, Andrés F. Garavito-González, Esteban Vásquez-Cano, Jean Pierre Díaz-Paz
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	Elsevier 2024-12-01
الموضوعات:	Sentinel Synthetic aperture radar (SAR) Speckle Deep learning Supervised learning Vegetation index
الوصول للمادة أونلاين:	http://www.sciencedirect.com/science/article/pii/S2352340924011223

مواد مشابهة

Labeled dataset for training despeckling filters for SAR imagery
حسب: Rubén Darío Vásquez-Salazar, وآخرون
منشور في: (2024-04-01)

Detection of Coastal Erosion and Progradation in the Colombian ‘Atrato River’ Delta by Using Sentinel-1 Synthetic Aperture Radar Data
حسب: Rubén Darío Vásquez-Salazar, وآخرون
منشور في: (2024-01-01)

Comparative Assessment of Machine Learning Methods for Urban Vegetation Mapping Using Multitemporal Sentinel-1 Imagery
حسب: Mateo Gašparović, وآخرون
منشور في: (2020-06-01)

Analysis of Despeckling Filters Using Ratio Images and Divergence Measurement
حسب: Luis Gómez, وآخرون
منشور في: (2024-08-01)

Combined Sentinel-1 and Sentinel-2 Imagery for Destroyed Building Classification in Gaza Strip With Random Forest
حسب: Xinchen Li, وآخرون
منشور في: (2025-01-01)

A Spatio-Temporal Deep Learning Model for Automatic Arctic Sea Ice Classification with Sentinel-1 SAR Imagery
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منشور في: (2025-01-01)

ViCoW: A dataset for colorization and restoration of Vietnam War imageryMendeley Data
حسب: Duc-Minh Nguyen, وآخرون
منشور في: (2025-08-01)

Speckle Filtering Impact on Land Cover Mapping Using the Combination of Sentinel-1 and Sentinel-2 Images (Case study: Bandar Mahshahr)
حسب: Mohammad Hossein Hajarian, وآخرون
منشور في: (2022-09-01)

Refugee Camp Monitoring and Environmental Change Assessment of Kutupalong, Bangladesh, Based on Radar Imagery of Sentinel-1 and ALOS-2
حسب: Andreas Braun, وآخرون
منشور في: (2019-08-01)

Ocean Wave Parameters Retrieval from Sentinel-1 SAR Imagery
حسب: Weizeng Shao, وآخرون
منشور في: (2016-08-01)

Utilizing Sentinel-2 Satellite Imagery for LULC and NDVI Change Dynamics for Gelephu, Bhutan
حسب: Karma Tempa, وآخرون
منشور في: (2024-02-01)

Comparative Analysis of dNBR, dNDVI, SVM Kernels, and ISODATA for Wildfire-Burned Area Mapping Using Sentinel-2 Imagery
حسب: Sang-Hoon Lee, وآخرون
منشور في: (2025-06-01)

Land Cover Mapping Using Sentinel-1 SAR Satellite Imagery of Lagos State for 2017
حسب: Esther O. Makinde, وآخرون
منشور في: (2018-10-01)

STURM-Flood: a curated dataset for deep learning-based flood extent mapping leveraging Sentinel-1 and Sentinel-2 imagery
حسب: Nicla Notarangelo, وآخرون
منشور في: (2025-07-01)

Optimization of Autoencoders for Speckle Reduction in SAR Imagery Through Variance Analysis and Quantitative Evaluation
حسب: Ahmed Alejandro Cardona-Mesa, وآخرون
منشور في: (2025-01-01)

Comparative Analysis of Despeckling Filters Based on Generative Artificial Intelligence Trained with Actual Synthetic Aperture Radar Imagery
حسب: Ahmed Alejandro Cardona-Mesa, وآخرون
منشور في: (2025-02-01)

Monitoring Irrigation Events and Crop Dynamics Using Sentinel-1 and Sentinel-2 Time Series
حسب: Chunfeng Ma, وآخرون
منشور في: (2022-03-01)

NDVI estimation using Sentinel-1 data over wheat fields in a semiarid Mediterranean region
حسب: Emna Ayari, وآخرون
منشور في: (2024-12-01)

Seasonal Variations in the Flow of Land-Terminating Glaciers in Central-West Greenland Using Sentinel-1 Imagery
حسب: Adriano Lemos, وآخرون
منشور في: (2018-11-01)

Synergistic Use of Radar Sentinel-1 and Optical Sentinel-2 Imagery for Crop Mapping: A Case Study for Belgium
حسب: Kristof Van Tricht, وآخرون
منشور في: (2018-10-01)

Synergistic Use of Sentinel-1 and Sentinel-2 to Map Natural Forest and Acacia Plantation and Stand Ages in North-Central Vietnam
حسب: Ben Spracklen, وآخرون
منشور في: (2021-01-01)

DSNUNet: An Improved Forest Change Detection Network by Combining Sentinel-1 and Sentinel-2 Images
حسب: Jiawei Jiang, وآخرون
منشور في: (2022-10-01)

Review of speckle on high resolution synthetic aperture radar imagery
حسب: XU Zhihuo; LI Hengchao
منشور في: (2022-12-01)

Using Sentinel Imagery for Mapping and Monitoring Small Surface Water Bodies
حسب: Mariana Campista Chagas, وآخرون
منشور في: (2025-06-01)

Reliable Crops Classification Using Limited Number of Sentinel-2 and Sentinel-1 Images
حسب: Beata Hejmanowska, وآخرون
منشور في: (2021-08-01)

Paddy Rice Mapping in Thailand Using Time-Series Sentinel-1 Data and Deep Learning Model
حسب: Lu Xu, وآخرون
منشور في: (2021-10-01)

A labelled ocean SAR imagery dataset of ten geophysical phenomena from Sentinel‐1 wave mode
حسب: Chen Wang, وآخرون
منشور في: (2019-11-01)

Evaluation of the Use of the 12 Bands vs. NDVI from Sentinel-2 Images for Crop Identification
حسب: Adolfo Lozano-Tello, وآخرون
منشور في: (2023-08-01)

Deep Neural Network Regression for Normalized Digital Surface Model Generation With Sentinel-2 Imagery
حسب: Konstantin Muller, وآخرون
منشور في: (2023-01-01)

Sentinel-1 SAR Backscatter Analysis Ready Data Preparation in Google Earth Engine
حسب: Adugna Mullissa, وآخرون
منشور في: (2021-05-01)

Crop Mapping from Sentinel-1 Polarimetric Time-Series with a Deep Neural Network
حسب: Yang Qu, وآخرون
منشور في: (2020-08-01)

An Adaptive Feature Fusion Network with Superpixel Optimization for Crop Classification Using Sentinel-2 Imagery
حسب: Xiangyu Tian, وآخرون
منشور في: (2023-04-01)

Using Sentinel-1, Sentinel-2, and Planet Imagery to Map Crop Type of Smallholder Farms
حسب: Preeti Rao, وآخرون
منشور في: (2021-05-01)

Modelling water table depth at rewetted peatlands with Sentinel-1 and Sentinel-2
حسب: Eoin Reddin, وآخرون
منشور في: (2025-06-01)

Exploiting Time Series of Sentinel-1 and Sentinel-2 Imagery to Detect Meadow Phenology in Mountain Regions
حسب: Laura Stendardi, وآخرون
منشور في: (2019-03-01)

Analysis of Land Displacement Utilizing Sentinel-1 Satellite Imagery and InSAR Technique: A Case Study in Kern County, California
حسب: Javad Hatamiafkoueieh
منشور في: (2024-12-01)

Improving Urban Land Cover Classification with Combined Use of Sentinel-2 and Sentinel-1 Imagery
حسب: Bin Hu, وآخرون
منشور في: (2021-08-01)

Farm-scale mapping of compost and digestate spreadings from Sentinel-2 and Sentinel-1
حسب: Maxence Dodin, وآخرون
منشور في: (2025-05-01)

Forage Biomass Estimation Using Sentinel-2 Imagery at High Latitudes
حسب: Junxiang Peng, وآخرون
منشور في: (2023-04-01)

Super-Resolution of Sentinel-2 Imagery Using Generative Adversarial Networks
حسب: Luis Salgueiro Romero, وآخرون
منشور في: (2020-07-01)