Guizhou Wang
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View article: Generation of 30 m resolution monthly burned area product in Africa based on Landsat 8/9 and Sentinel-2 data
Generation of 30 m resolution monthly burned area product in Africa based on Landsat 8/9 and Sentinel-2 data Open
View article: Hierarchical pyramid refined U-Net for creating the first 2 m resolution multi-class national-scale spatial distribution dataset of offshore observable marine aquaculture in China
Hierarchical pyramid refined U-Net for creating the first 2 m resolution multi-class national-scale spatial distribution dataset of offshore observable marine aquaculture in China Open
Precise extraction and dynamic monitoring of observable offshore marine aquaculture (OOMA) areas in remote sensing imagery are essential for the rational layout of offshore aquaculture zones and assessing the marine ecological environment.…
View article: High resolution global forest burned area changes monitoring using landsat 7/8 images
High resolution global forest burned area changes monitoring using landsat 7/8 images Open
Forest fires have significant impacts on forest ecosystems. In the past two decades various remote sensing based global burned area (BA) products have been proposed and have provided critical insights into trends and patterns of forest fir…
View article: 30 m resolution impervious surface covering dataset for the Qinghai-Xizang Plateau in 2020 and 2022
30 m resolution impervious surface covering dataset for the Qinghai-Xizang Plateau in 2020 and 2022 Open
View article: Adaptive Early Wildfire Monitoring Based on Spatiotemporal Prediction and Himawari 8/9
Adaptive Early Wildfire Monitoring Based on Spatiotemporal Prediction and Himawari 8/9 Open
The rapid advancement of deep learning (DL) technology significantly enhances early forest fire detection methods. However, traditional approaches often rely on fixed thresholds and supervised learning techniques, which may fail to account…
View article: AuxTransUNet: Enhancing Remote Sensing Image Segmentation of Open-Pit Mining Areas in Qinghai–Tibet Plateau
AuxTransUNet: Enhancing Remote Sensing Image Segmentation of Open-Pit Mining Areas in Qinghai–Tibet Plateau Open
Accurate and efficient extraction of mining areas from remote sensing imagery is essential for resource investigation, environmental assessment, and ecological management. This task is particularly crucial for the intelligent analysis of l…
View article: Mapping 10-m Plastic Greenhouses of China Based on Multisource Remote Sensing Products
Mapping 10-m Plastic Greenhouses of China Based on Multisource Remote Sensing Products Open
Plastic greenhouses (PGs), as an important modern agricultural infrastructure, can significantly enhance the crop yield and quality through efficient and intensive production practices. Timely and accurate mapping of PGs is essential for f…
View article: GF-1 WFV satellite images based forest cover mapping in China supported by open land use/cover datasets
GF-1 WFV satellite images based forest cover mapping in China supported by open land use/cover datasets Open
View article: An Image Fusion Algorithm for Sustainable Development Goals Satellite-1 Night-Time Light Images Based on Optimized Image Stretching and Dual-Domain Fusion
An Image Fusion Algorithm for Sustainable Development Goals Satellite-1 Night-Time Light Images Based on Optimized Image Stretching and Dual-Domain Fusion Open
The Glimmer Imager of Urbanization (GIU) on SDGSAT-1 provides high-resolution and global-coverage images of night-time lights (NLs) with 10 m panchromatic (PAN) and 40 m multispectral (MS) imagery. High-resolution 10 m MS NL images after i…
View article: DESAT: A Distance-Enhanced Strip Attention Transformer for Remote Sensing Image Super-Resolution
DESAT: A Distance-Enhanced Strip Attention Transformer for Remote Sensing Image Super-Resolution Open
Transformer-based methods have demonstrated impressive performance in image super-resolution tasks. However, when applied to large-scale Earth observation images, the existing transformers encounter two significant challenges: (1) insuffic…
View article: Land surface temperature products (1986-2023) of the Qinghai Tibet Plateau derived from Landsat series satellite data
Land surface temperature products (1986-2023) of the Qinghai Tibet Plateau derived from Landsat series satellite data Open
View article: 30-meter resolution cropland distribution dataset of the YarlungZangbo-Lhasa-Nyangqv River region, Tibet Autonomous Region, 1990–2023
30-meter resolution cropland distribution dataset of the YarlungZangbo-Lhasa-Nyangqv River region, Tibet Autonomous Region, 1990–2023 Open
View article: Annual NDVI and FVC product with 30 m spatial resolution over Qinghai-Tibetan Plateau
Annual NDVI and FVC product with 30 m spatial resolution over Qinghai-Tibetan Plateau Open
View article: High Resolution (30 m) Burned Area Product Improves the Ability for Carbon Emission Estimation in Africa
High Resolution (30 m) Burned Area Product Improves the Ability for Carbon Emission Estimation in Africa Open
Fire significantly contributes to greenhouse gas emissions. The current global burned area (BA) products mainly have coarse native spatial resolution, which leads to underestimation of global BA and carbon emissions from biomass burning. P…
View article: A higher accuracy forest cover product of China by fusing heterogeneous forest-related datasets using Dempster-Shafer theory
A higher accuracy forest cover product of China by fusing heterogeneous forest-related datasets using Dempster-Shafer theory Open
Forests are of vital importance in maintaining the balance of ecosystems, and accurate forest cover maps provide basic data for research. Existing forest cover products suffer from substantial discrepancies in forest definition, area estim…
View article: A novel weakly-supervised method based on the segment anything model for seamless transition from classification to segmentation: A case study in segmenting latent photovoltaic locations
A novel weakly-supervised method based on the segment anything model for seamless transition from classification to segmentation: A case study in segmenting latent photovoltaic locations Open
In the quest for large-scale photovoltaic (PV) panel extraction, substantial data volumes are essential, given the demand for sub-meter rooftop PV resolution. This requires the concept of Latent Photovoltaic Locations (LPL) to reduce the s…
View article: Spatial–Temporal Approach and Dataset for Enhancing Cloud Detection in Sentinel-2 Imagery: A Case Study in China
Spatial–Temporal Approach and Dataset for Enhancing Cloud Detection in Sentinel-2 Imagery: A Case Study in China Open
Clouds often cause challenges during the application of optical satellite images. Masking clouds and cloud shadows is a crucial step in the image preprocessing workflow. The absence of a thermal band in products of the Sentinel-2 series co…
View article: Dataset for "Enhancing Cloud Detection in Sentinel-2 Imagery: A Spatial-Temporal Approach and Dataset"
Dataset for "Enhancing Cloud Detection in Sentinel-2 Imagery: A Spatial-Temporal Approach and Dataset" Open
This dataset is built for time-series Sentinel-2 cloud detection and stored in Tensorflow TFRecord (refer to https://www.tensorflow.org/tutorials/load_data/tfrecord). Each file is compressed in 7z format and can be decompressed using Bandz…
View article: A Weakly Supervised Semantic Segmentation Framework for Medium-Resolution Forest Classification With Noisy Labels and GF-1 WFV Images
A Weakly Supervised Semantic Segmentation Framework for Medium-Resolution Forest Classification With Noisy Labels and GF-1 WFV Images Open
Forests are the most widely distributed terrestrial vegetation type and play a significant role in the global carbon cycle and ecological diversity. Accurate and timely forest detection provides essential data for forest management and dev…
View article: An Information Extraction Method for Industrial and Commercial Rooftop Photovoltaics Based on GaoFen-7 Remote Sensing Images
An Information Extraction Method for Industrial and Commercial Rooftop Photovoltaics Based on GaoFen-7 Remote Sensing Images Open
With the increasing global focus on renewable energy, distributed rooftop photovoltaics (PVs) are gradually becoming an important form of energy generation. Effective monitoring of rooftop PV information can obtain their spatial distributi…
View article: A Hybrid Algorithm with Swin Transformer and Convolution for Cloud Detection
A Hybrid Algorithm with Swin Transformer and Convolution for Cloud Detection Open
Cloud detection is critical in remote sensing image processing, and convolutional neural networks (CNNs) have significantly advanced this field. However, traditional CNNs primarily focus on extracting local features, which can be challengi…
View article: Dataset for "Enhancing Cloud Detection in Sentinel-2 Imagery: A Spatial-Temporal Approach and Dataset"
Dataset for "Enhancing Cloud Detection in Sentinel-2 Imagery: A Spatial-Temporal Approach and Dataset" Open
This dataset is built for time-series Sentinel-2 cloud detection and stored in Tensorflow TFRecord (refer to https://www.tensorflow.org/tutorials/load_data/tfrecord). Each file is compressed in 7z format and can be decompressed using Bandz…
View article: Url of the Fire-induced Carbon Emissions Dataset in Africa between 2014-2021. (1.0) [Data set].
Url of the Fire-induced Carbon Emissions Dataset in Africa between 2014-2021. (1.0) [Data set]. Open
Carbon emission from biomass burning in Africa from 2014 to 2021 is estimated based on the GABAM 30m burned area products. This product uses the WGS84 horizontal datum and the 0.00025° (approximately 30 meter) resolution for geographic (la…
View article: Estimation of biomass combustion carbon emissions data for 2018 in Africa based on GABAM burned area products.
Estimation of biomass combustion carbon emissions data for 2018 in Africa based on GABAM burned area products. Open
Biomass combustion carbon emissions product for Africa in 2018 is produced based on the GABAM 30m burned area products. The product is geographically (latitude/longitude) projected with a resolution of 0.00025° (approximately 30 meters) us…
View article: Estimation of biomass combustion carbon emissions data for 2015 in Africa based on GABAM fire trail products.
Estimation of biomass combustion carbon emissions data for 2015 in Africa based on GABAM fire trail products. Open
Estimated biomass combustion carbon emissions data for the African region in 2015, based on the GABAM 30m burned area product.The product is geographically (latitude/longitude) projected with a resolution of 0.00025° (approx. 30 meters) us…
View article: Estimation of biomass combustion carbon emissions data for 2021 in Africa based on GABAM burned area products.
Estimation of biomass combustion carbon emissions data for 2021 in Africa based on GABAM burned area products. Open
Biomass combustion carbon emissions product for Africa in 2021 is produced based on the GABAM 30m burned area products. The product is geographically (latitude/longitude) projected with a resolution of 0.00025° (approximately 30 meters) us…
View article: Estimation of biomass combustion carbon emissions data for 2020 in Africa based on GABAM burned area products.
Estimation of biomass combustion carbon emissions data for 2020 in Africa based on GABAM burned area products. Open
Biomass combustion carbon emissions product for Africa in 2020 is produced based on the GABAM 30m burned area products. The product is geographically (latitude/longitude) projected with a resolution of 0.00025° (approximately 30 meters) us…
View article: Estimation of biomass combustion carbon emissions data for 2017 in Africa based on GABAM burned area products.
Estimation of biomass combustion carbon emissions data for 2017 in Africa based on GABAM burned area products. Open
Biomass combustion carbon emissions product for Africa in 2017 is produced based on the GABAM 30m burned area products. The product is geographically (latitude/longitude) projected with a resolution of 0.00025° (approximately 30 meters) us…
View article: Estimation of biomass combustion carbon emissions data for 2015 in Africa based on GABAM burned area products.
Estimation of biomass combustion carbon emissions data for 2015 in Africa based on GABAM burned area products. Open
Biomass combustion carbon emissions product for Africa in 2015 is produced based on the GABAM 30m burned area products. The product is geographically (latitude/longitude) projected with a resolution of 0.00025° (approximately 30 meters) us…
View article: Estimation of biomass combustion carbon emissions data for 2018 in Africa based on GABAM burned area products.
Estimation of biomass combustion carbon emissions data for 2018 in Africa based on GABAM burned area products. Open
Biomass combustion carbon emissions product for Africa in 2018 is produced based on the GABAM 30m burned area products. The product is geographically (latitude/longitude) projected with a resolution of 0.00025° (approximately 30 meters) us…