Integrated Applications of Geo-Information in Environmental Monitoring

This book focuses on fundamental and applied research on geo-information technology, notably optical and radar remote sensing and algorithm improvements, and their applications in environmental monitoring. This Special Issue presents ten high-quality research papers covering up-to-date research in l...

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प्रकाशित: MDPI - Multidisciplinary Digital Publishing Institute 2022
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ऑनलाइन पहुंच:ONIX_20221206_9783036557557_32
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_version_ 1869523659349032960
collection Directory of Open Access Books
description This book focuses on fundamental and applied research on geo-information technology, notably optical and radar remote sensing and algorithm improvements, and their applications in environmental monitoring. This Special Issue presents ten high-quality research papers covering up-to-date research in land cover change and desertification analyses, geo-disaster risk and damage evaluation, mining area restoration assessments, the improvement and development of algorithms, and coastal environmental monitoring and object targeting. The purpose of this Special Issue is to promote exchanges, communications and share the research outcomes of scientists worldwide and to bridge the gap between scientific research and its applications for advancing and improving society.
format Online
id doab-20.500.12854ir-94509
institution Directory of Open Access Books
language eng
publishDate 2022
publishDateRange 2022
publishDateSort 2022
publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
record_format ojs
spelling doab-20.500.12854ir-945092024-03-27T16:34:37Z Integrated Applications of Geo-Information in Environmental Monitoring Wu, Weicheng Liu, Yalan earthquake damaged groups of buildings classification remote sensing images Convolution Neural Network (CNN) block vector data shoreline change landsat planet scope coastline morphological changes building extraction improved anchor-free instance segmentation high-resolution remote sensing images deep learning land use/land cover (LULC) GF-6 WFV object-oriented change detection double constraints REE mines mining and restoration assessment indicators (MRAIs) damage time trajectory effectiveness of management aeolian process desertification multi-sensor fusion interferometric SAR time-series analysis mussel farming high-resolution image transitional water management environmental pollution open source software synthetic aperture radar (SAR) target sea surface multiple scattering geo-hazard mapping Gaofen-1 satellite land cover environmental factors susceptibility post-classification differencing generalized difference vegetation index (GDVI) multiple linear regression logistic regression n/a thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general This book focuses on fundamental and applied research on geo-information technology, notably optical and radar remote sensing and algorithm improvements, and their applications in environmental monitoring. This Special Issue presents ten high-quality research papers covering up-to-date research in land cover change and desertification analyses, geo-disaster risk and damage evaluation, mining area restoration assessments, the improvement and development of algorithms, and coastal environmental monitoring and object targeting. The purpose of this Special Issue is to promote exchanges, communications and share the research outcomes of scientists worldwide and to bridge the gap between scientific research and its applications for advancing and improving society. 2022-12-06T16:08:59Z 2022-12-06T16:08:59Z 2022 book ONIX_20221206_9783036557557_32 9783036557557 9783036557564 https://directory.doabooks.org/handle/20.500.12854/94509 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/6333 https://mdpi.com/books/pdfview/book/6333 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-5756-4 10.3390/books978-3-0365-5756-4 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036557557 9783036557564 220 Basel open access
spellingShingle earthquake
damaged groups of buildings
classification
remote sensing images
Convolution Neural Network (CNN)
block vector data
shoreline change
landsat
planet scope
coastline
morphological changes
building extraction
improved anchor-free instance segmentation
high-resolution remote sensing images
deep learning
land use/land cover (LULC)
GF-6 WFV
object-oriented
change detection
double constraints
REE mines
mining and restoration assessment indicators (MRAIs)
damage
time trajectory
effectiveness of management
aeolian process
desertification
multi-sensor fusion
interferometric SAR
time-series analysis
mussel farming
high-resolution image
transitional water management
environmental pollution
open source software
synthetic aperture radar (SAR)
target
sea surface
multiple scattering
geo-hazard mapping
Gaofen-1 satellite
land cover
environmental factors
susceptibility
post-classification differencing
generalized difference vegetation index (GDVI)
multiple linear regression
logistic regression
n/a
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
Integrated Applications of Geo-Information in Environmental Monitoring
title Integrated Applications of Geo-Information in Environmental Monitoring
title_full Integrated Applications of Geo-Information in Environmental Monitoring
title_fullStr Integrated Applications of Geo-Information in Environmental Monitoring
title_full_unstemmed Integrated Applications of Geo-Information in Environmental Monitoring
title_short Integrated Applications of Geo-Information in Environmental Monitoring
title_sort integrated applications of geo information in environmental monitoring
topic earthquake
damaged groups of buildings
classification
remote sensing images
Convolution Neural Network (CNN)
block vector data
shoreline change
landsat
planet scope
coastline
morphological changes
building extraction
improved anchor-free instance segmentation
high-resolution remote sensing images
deep learning
land use/land cover (LULC)
GF-6 WFV
object-oriented
change detection
double constraints
REE mines
mining and restoration assessment indicators (MRAIs)
damage
time trajectory
effectiveness of management
aeolian process
desertification
multi-sensor fusion
interferometric SAR
time-series analysis
mussel farming
high-resolution image
transitional water management
environmental pollution
open source software
synthetic aperture radar (SAR)
target
sea surface
multiple scattering
geo-hazard mapping
Gaofen-1 satellite
land cover
environmental factors
susceptibility
post-classification differencing
generalized difference vegetation index (GDVI)
multiple linear regression
logistic regression
n/a
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
topic_facet earthquake
damaged groups of buildings
classification
remote sensing images
Convolution Neural Network (CNN)
block vector data
shoreline change
landsat
planet scope
coastline
morphological changes
building extraction
improved anchor-free instance segmentation
high-resolution remote sensing images
deep learning
land use/land cover (LULC)
GF-6 WFV
object-oriented
change detection
double constraints
REE mines
mining and restoration assessment indicators (MRAIs)
damage
time trajectory
effectiveness of management
aeolian process
desertification
multi-sensor fusion
interferometric SAR
time-series analysis
mussel farming
high-resolution image
transitional water management
environmental pollution
open source software
synthetic aperture radar (SAR)
target
sea surface
multiple scattering
geo-hazard mapping
Gaofen-1 satellite
land cover
environmental factors
susceptibility
post-classification differencing
generalized difference vegetation index (GDVI)
multiple linear regression
logistic regression
n/a
thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general
url ONIX_20221206_9783036557557_32