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Texture based prototypical network for few-shot semantic segmentation of forest cover: Generalizing for different geographical regions
Forest plays a vital role in reducing greenhouse gas emissions and mitigating climate
change, besides maintaining the world's biodiversity. The existing satellite-based forest …
change, besides maintaining the world's biodiversity. The existing satellite-based forest …
[HTML][HTML] Improving land use and land cover information of Wunbaik mangrove area in Myanmar using U-Net model with multisource remote sensing datasets
Information regarding land use and land cover (LULC) is essential for regional land and
forest management. The contribution of reliable LULC information remains a challenge …
forest management. The contribution of reliable LULC information remains a challenge …
Impacts of urbanization on heat in Ho Chi Minh, southern Vietnam using U-Net model and remote sensing
Green space in cities has been reducing rapidly due to the intensive urban expansion,
which contributes to surface temperature growth, leading to numerous challenges in …
which contributes to surface temperature growth, leading to numerous challenges in …
Comparing global and local land cover maps for ecosystem management in the Himalayas
As a breakthrough in geographical data science, two high-resolution (10m) global land
cover products were published by the Environmental Systems Research Institute (ESRI) and …
cover products were published by the Environmental Systems Research Institute (ESRI) and …
Fusing Multispectral and LiDAR Data for CNN-Based Semantic Segmentation in Semi-Arid Mediterranean Environments: Land Cover Classification and Analysis
Spectral confusion among land cover classes is quite common, let alone in a complex and
heterogenous system like the semi-arid Mediterranean environment; thus, employing new …
heterogenous system like the semi-arid Mediterranean environment; thus, employing new …
Deforestation rate estimation using crossbreed multilayer convolutional neural networks
Deforestation is an important environmental issue that involves the removal of forests on a
large scale, resulting in ecological imbalance and biodiversity loss. Synthetic Aperture …
large scale, resulting in ecological imbalance and biodiversity loss. Synthetic Aperture …
Examining the drivers of forest cover change and deforestation susceptibility in Northeast India using multicriteria decision-making models
The increasing rates of forest cover change and heightened vulnerability to deforestation
present significant environmental challenges in Northeast India. This study investigates the …
present significant environmental challenges in Northeast India. This study investigates the …
Monitoring of deforestation events in the tropics using multidimensional features of Sentinel 1 radar data
C Zhao, Y Pan, X Zhu, L Li, X ** new forest strategies to better address
the challenges facing forest ecosystems. Timely and accurate monitoring of deforestation …
the challenges facing forest ecosystems. Timely and accurate monitoring of deforestation …
Potential environmental implications of sandbar afforestation: Insights from ecosystem restoration initiatives in a sandbar of Brahmaputra River Assam, India
Plantation in riverine sandbars offers an excellent opportunity for restoration of ecosystem
with a vast potential for enhancing carbon stock. Afforestation on barren islands is …
with a vast potential for enhancing carbon stock. Afforestation on barren islands is …
DIAMANTE: A data-centric semantic segmentation approach to map tree dieback induced by bark beetle infestations via satellite images
Forest tree dieback inventory has a crucial role in improving forest management strategies.
This inventory is traditionally performed by forests through laborious and time-consuming …
This inventory is traditionally performed by forests through laborious and time-consuming …