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Full text
Volume V-3-2022, 2022 – Keyword index
Volume V-3-2022
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Volumes
Volume V-3-2022
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Volumes
Volume V-3-2022, 2022 – Keyword index
x
3
3D Model
A VOXEL-BASED METHOD FOR THE THREE-DIMENSIONAL MODELLING OF HEATHLAND FROM LIDAR POINT CLOUDS: FIRST RESULTS
, pages 697–704
3D point clouds
CLIFF CHANGE DETECTION USING SIAMESE KPCONV DEEP NETWORK ON 3D POINT CLOUDS
, pages 649–656
3D reconstruction
BRIGHTEARTH: PIPELINE FOR ON-THE-FLY 3D RECONSTRUCTION OF URBAN AND RURAL SCENES FROM ONE SATELLITE IMAGE
, pages 263–270
3D-CNN
INVESTIGATING 2D AND 3D CONVOLUTIONS FOR MULTITEMPORAL LAND COVER CLASSIFICATION USING REMOTE SENSING IMAGES
, pages 271–279
A
A-ELM
A COMPARATIVE STUDY OF SEVERAL SLFN-BASED CLASSIFICATION ALGORITHMS FOR URBAN AND RURAL LAND USE
, pages 247–253
AGB Mapping
ALEPPO PINE ALLOMETRIC MODELING THROUGH INTEGRATING UAV IMAGE-BASED POINT CLOUDS AND GROUND-BASED DATA
, pages 353–360
ALOS-PALSAR
BIOMASS ESTIMATION ALONG A CLIMATIC GRADIENT USING MULTI-FREQUENCY POLARIMETRIC RADAR VEGETATION INDEX
, pages 369–374
ATSA
ACCURACY ASSESSMENT OF CLOUD MASK DETECTION ALGORITHMS FOR CBERS-4 WFI IMAGERY
, pages 61–67
Acacia degradation
DETECTION OF DEGRADED ACACIA TREE SPECIES USING DEEP NEURAL NETWORKS ON UAV DRONE IMAGERY
, pages 455–462
Accuracy Assessment
A CNN-BASED FLOOD MAPPING APPROACH USING SENTINEL-1 DATA
, pages 549–556
Aerial Photogrammetry
ON THE EFFECT OF DEM QUALITY FOR LANDSLIDE SUSCEPTIBILITY MAPPING
, pages 525–531
Airborne light detection and ranging (LiDAR)
EVALUATING PIXEL-BASED AND OBJECT-BASED APPROACHES FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF OPTICAL, SAR, AND AN EXTREME GRADIENT BOOSTING MODEL
, pages 485–492
Aleppo Pine
ALEPPO PINE ALLOMETRIC MODELING THROUGH INTEGRATING UAV IMAGE-BASED POINT CLOUDS AND GROUND-BASED DATA
, pages 353–360
Allometric Models
ALEPPO PINE ALLOMETRIC MODELING THROUGH INTEGRATING UAV IMAGE-BASED POINT CLOUDS AND GROUND-BASED DATA
, pages 353–360
Amazon Rainforest
MULTI-ATTENTION GHOSTNET FOR DEFORESTATION DETECTION IN THE AMAZON RAINFOREST
, pages 657–664
Anomaly detection
AUTOMATIC METHANE PLUMES DETECTION IN TIME SERIES OF SENTINEL-5P L1B IMAGES
, pages 147–154
Aqua
PROCEDURE OF EXTRACTING THIN ICE AREAS IN THE SEA OF OKHOTSK USING MODIS DATA
, pages 319–324
Artificial Immunity Network
IMPROVED ARTIFICIAL IMMUNE NETWORK CROP RECOGNITION ALGORITHM BASED ON DISPERSED VEGETATION INDEX GENETIC CHAIN
, pages 501–509
Asian deltas
SATELLITE OBSERVATIONS REVEAL MORPHOLOGICAL CHANGES IN ASIAN DELTAS FROM 1986 TO 2018
, pages 375–381
AssesSeg
MULTITEMPORAL SEGMENTATION OF SENTINEL-2 IMAGES IN AN AGRICULTURAL INTENSIFICATION REGION IN BRAZIL
, pages 389–395
Atmospheric modeling
AUTOMATIC METHANE PLUMES DETECTION IN TIME SERIES OF SENTINEL-5P L1B IMAGES
, pages 147–154
Attention Mechanism
A CNN-BASED CHANGE DETECTION METHOD FOR SQUATTER STRUCTURE RECOGNITION FROM AERIAL IMAGES AND DSM
, pages 289–295
Augmentation
IMPROVING SEMANTIC SEGMENTATION PERFORMANCE BY JOINTLY USING HIGH RESOLUTION REMOTE SENSING IMAGE AND NDSM
, pages 77–83
AutoML
LANDSCAPE OF NEURAL ARCHITECTURE SEARCH ACROSS SENSORS: HOW MUCH DO THEY DIFFER ?
, pages 217–224
a-contrario theory
CLOUD DETECTION BY INTER-BAND PARALLAX AND A-CONTRARIO VALIDATION
, pages 39–46
agricultural drought
CHARACTERIZING THE DROUGHT DEVELOPMENT IN THE PHILIPPINES USING MULTIPLE DROUGHT INDICES DURING THE 2019 EL NIÑO
, pages 463–470
agricultural production
CLIMATIC EFFECTS ON ARGENTINA’S TRADITIONAL DRINK – A MACHINE LEARNING BASED YERBA MATE PRODUCTIVITY PREDICTION
, pages 423–430
air pollution
CHANGES OF SPATIAL DISPARITIES IN SATELLITE-DERIVED PM
2.5
EXPOSURES OVER 2010–2019 IN CHINA
, pages 297–302
azimuth angle
AUTOMATIC EXTRACTION OF SOLAR AND SENSOR IMAGING GEOMETRY FROM UAV-BORNE PUSH-BROOM HYPERSPECTRAL CAMERA
, pages 131–137
B
BRDF
IMAGE-BASED BRDF MEASUREMENT
, pages 171–177
Babao River basin
STUDY ON SNOW COVER CHANGE BASED ON THE FUSION OF SENTINEL-2 AND MODIS IMAGES
, pages 333–338
Bangladesh
AN EXPLORATORY STUDY TO EXAMINE ABUNDANCE OF PM
2.5
AND ASSOCIATED DISEASE BURDEN IN BANGLADESH
, pages 627–633
Benchmark dataset
MULTISENGE: A MULTIMODAL AND MULTITEMPORAL BENCHMARK DATASET FOR LAND USE/LAND COVER REMOTE SENSING APPLICATIONS
, pages 635–640
Big Data
CALCULATING AND ANALYZING OF ECOSYSTEM SERVICE VALUE WITH BIG DATA BASED ON HIGH RESOLUTION LAND COVER INFORMATION
, pages 187–192
ON THE QUALITY INSPECTION SOFTWARE SYSTEM OF SURVEYING AND MAPPING GEOGRAPHIC INFORMATION ACHIEVEMENTS UNDER MULTI-DIMENSION SYNERGY
, pages 577–582
Biomass
BIOMASS ESTIMATION ALONG A CLIMATIC GRADIENT USING MULTI-FREQUENCY POLARIMETRIC RADAR VEGETATION INDEX
, pages 369–374
Building Information Modeling
MATCHING PERSISTENT SCATTERER CLUSTERS TO BUILDING ELEMENTS IN MESH REPRESENTATION
, pages 123–130
Burnt area
ANALYZING SPATIO-TEMPORAL PATTERN OF THE FOREST FIRE BURNT AREA IN UTTARAKHAND USING SENTINEL-2 DATA
, pages 533–539
Bushfire
A VOXEL-BASED METHOD FOR THE THREE-DIMENSIONAL MODELLING OF HEATHLAND FROM LIDAR POINT CLOUDS: FIRST RESULTS
, pages 697–704
band ratio
TEMPORALLY TRANSFERABLE MACHINE LEARNING MODEL FOR TOTAL SUSPENDED MATTER RETRIEVAL FROM SENTINEL-2
, pages 339–345
biomass
ASSESSMENT OF CANOPY AND GROUND HEIGHT ACCURACY FROM GEDI LIDAR OVER STEEP MOUNTAIN AREAS
, pages 431–438
C
CMASK
ACCURACY ASSESSMENT OF CLOUD MASK DETECTION ALGORITHMS FOR CBERS-4 WFI IMAGERY
, pages 61–67
CNN
EFFICIENT TRAINING DATA GENERATION BY CLUSTERING-BASED CLASSIFICATION
, pages 179–186
CYGNSS
INTRODUCING THE GLOBAL MAPPING OF FLOOD DYNAMICS USING GNSS-REFLECTOMETRY AND THE CYGNSS MISSION
, pages 93–100
Calculating and Analyzing Method
CALCULATING AND ANALYZING OF ECOSYSTEM SERVICE VALUE WITH BIG DATA BASED ON HIGH RESOLUTION LAND COVER INFORMATION
, pages 187–192
Cameroon
CLASSIFICATION OF VEGETATION CLASSES BY USING TIME SERIES OF SENTINEL-2 IMAGES FOR LARGE SCALE MAPPING IN CAMEROON
, pages 673–680
Canopy Layers
A VOXEL-BASED METHOD FOR THE THREE-DIMENSIONAL MODELLING OF HEATHLAND FROM LIDAR POINT CLOUDS: FIRST RESULTS
, pages 697–704
Change Detection
A CNN-BASED CHANGE DETECTION METHOD FOR SQUATTER STRUCTURE RECOGNITION FROM AERIAL IMAGES AND DSM
, pages 289–295
MASNET: IMPROVE PERFORMANCE OF SIAMESE NETWORKS WITH MUTUAL-ATTENTION FOR REMOTE SENSING CHANGE DETECTION TASKS
, pages 681–687
Change detection
COMBINED FLOODING AND WATER QUALITY MONITORING DURING SHORT EXTREME EVENTS USING SENTINEL 2: THE CASE STUDY OF GLORIA STORM IN EBRO DELTA
, pages 361–368
China
CHANGES OF SPATIAL DISPARITIES IN SATELLITE-DERIVED PM
2.5
EXPOSURES OVER 2010–2019 IN CHINA
, pages 297–302
China’s coastal zone
CHARACTERISTICS OF HUMAN ACTIVITY IN CHINA’S COASTAL ZONE BASED ON MULTI-SOURCE SPATIO-TEMPORAL DATA
, pages 397–404
Chongming Island
MULTISCALE SPATIAL RELATION EXTRACTION OF A REMOTELY SENSED WATERLINE IN A MUDDY COASTAL ZONE WITH CHONGMING DONGTAN AS AN EXAMPLE
, pages 69–76
Classification
META-LEARNING FOR WETLAND CLASSIFICATION USING A COMBINATION OF SENTINEL-1 AND SENTINEL-2 IMAGERY
, pages 47–52
UPDATING STRATEGIES FOR DISTANCE BASED CLASSIFICATION MODEL WITH RECURSIVE LEAST SQUARES
, pages 163–170
EFFICIENT TRAINING DATA GENERATION BY CLUSTERING-BASED CLASSIFICATION
, pages 179–186
A VOXEL-BASED METHOD FOR THE THREE-DIMENSIONAL MODELLING OF HEATHLAND FROM LIDAR POINT CLOUDS: FIRST RESULTS
, pages 697–704
Climate Factor
OPTIONS FOR ADAPTATION OF URBANIZED AREAS TO CLIMATE CHANGE INDUCED EXTREME RAINFALLS
, pages 541–547
Climate change adaptation
OPTIONS FOR ADAPTATION OF URBANIZED AREAS TO CLIMATE CHANGE INDUCED EXTREME RAINFALLS
, pages 541–547
Clustering
MATCHING PERSISTENT SCATTERER CLUSTERS TO BUILDING ELEMENTS IN MESH REPRESENTATION
, pages 123–130
Clustering Algorithms
SPATIOTEMPORAL SEGMENTATION OF SATELLITE IMAGE TIME SERIES USING SELF-ORGANIZING MAP
, pages 255–261
Coastal erosion
COASTAL CHANGE DETECTION ALONG THE FIRE ISLAND, US UNDER THE IMPACT OF HURRICANE SANDY BASED ON LIDAR DATA
, pages 569–575
Coastal topography mapping
ADVANCES IN OPTICAL POLARIZATION REMOTE SENSING FOR MARINE OBSERVATION: A CASE STUDY IN NANCHANG RIVER PARK
, pages 101–106
Coastline extraction
COASTAL CHANGE DETECTION ALONG THE FIRE ISLAND, US UNDER THE IMPACT OF HURRICANE SANDY BASED ON LIDAR DATA
, pages 569–575
Coefficient of Variation
MULTITEMPORAL SEGMENTATION OF SENTINEL-2 IMAGES IN AN AGRICULTURAL INTENSIFICATION REGION IN BRAZIL
, pages 389–395
Convolution Neural Network
PIXEL-RESOLUTION DTM GENERATION FOR THE LUNAR SURFACE BASED ON A COMBINED DEEP LEARNING AND SHAPE-FROM-SHADING (SFS) APPROACH
, pages 511–516
Convolutional Neural Networks
HOW FAR SHOULD I LOOK? A NEURAL ARCHITECTURE SEARCH STRATEGY FOR SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES
, pages 17–23
GEOGRAPHICAL TRANSFERABILITY OF LULC IMAGE-BASED SEGMENTATION MODELS USING TRAINING DATA AUTOMATICALLY GENERATED FROM OPENSTREETMAP – CASE STUDY IN PORTUGAL
, pages 25–31
A CNN-BASED FLOOD MAPPING APPROACH USING SENTINEL-1 DATA
, pages 549–556
Crop Identification
IMPROVED ARTIFICIAL IMMUNE NETWORK CROP RECOGNITION ALGORITHM BASED ON DISPERSED VEGETATION INDEX GENETIC CHAIN
, pages 501–509
Cross Ratio index
SENTINEL-1 DATA TIME SERIES TO SUPPORT FOREST POLICE IN HARVESTINGS DETECTION
, pages 225–232
canopy height models
ASSESSMENT OF CANOPY AND GROUND HEIGHT ACCURACY FROM GEDI LIDAR OVER STEEP MOUNTAIN AREAS
, pages 431–438
change detection
CLIFF CHANGE DETECTION USING SIAMESE KPCONV DEEP NETWORK ON 3D POINT CLOUDS
, pages 649–656
classification
WEAKLY SUPERVISED LEARNING FOR TREELINE ECOTONE CLASSIFICATION BASED ON AERIAL ORTHOIMAGES AND AN ANCILLARY DSM
, pages 33–38
CLASSIFICATION OF VEGETATION CLASSES BY USING TIME SERIES OF SENTINEL-2 IMAGES FOR LARGE SCALE MAPPING IN CAMEROON
, pages 673–680
cliffs
CLIFF CHANGE DETECTION USING SIAMESE KPCONV DEEP NETWORK ON 3D POINT CLOUDS
, pages 649–656
climate change
CLIMATIC EFFECTS ON ARGENTINA’S TRADITIONAL DRINK – A MACHINE LEARNING BASED YERBA MATE PRODUCTIVITY PREDICTION
, pages 423–430
climate indices
CLIMATIC EFFECTS ON ARGENTINA’S TRADITIONAL DRINK – A MACHINE LEARNING BASED YERBA MATE PRODUCTIVITY PREDICTION
, pages 423–430
cloud detection
CLOUD DETECTION BY INTER-BAND PARALLAX AND A-CONTRARIO VALIDATION
, pages 39–46
cloud mask
ACCURACY ASSESSMENT OF CLOUD MASK DETECTION ALGORITHMS FOR CBERS-4 WFI IMAGERY
, pages 61–67
cloud shadow
ACCURACY ASSESSMENT OF CLOUD MASK DETECTION ALGORITHMS FOR CBERS-4 WFI IMAGERY
, pages 61–67
coherent reflectivity
INTRODUCING THE GLOBAL MAPPING OF FLOOD DYNAMICS USING GNSS-REFLECTOMETRY AND THE CYGNSS MISSION
, pages 93–100
convolutional neural network
UNSUPERVISED SAR CHANGE DETECTION METHOD BASED ON REFINED SAMPLE SELECTION
, pages 665–672
corner reflectors
MONITORING HANGING GLACIER DYNAMICS FROM SAR IMAGES USING CORNER REFLECTORS AND FIELD MEASUREMENTS IN THE MONT-BLANC MASSIF
, pages 325–332
correlation
ANALYZING SPATIO-TEMPORAL PATTERN OF THE FOREST FIRE BURNT AREA IN UTTARAKHAND USING SENTINEL-2 DATA
, pages 533–539
D
DMSP/OLS
ANALYSIS OF URBAN EXPANSION CHARACTERISTICS OF YANGTZE RIVER DELTA URBAN AGGLOMERATION BASED ON DMSP/OLS NIGHTTIME LIGHT DATA
, pages 241–246
Data Fusion
MATCHING PERSISTENT SCATTERER CLUSTERS TO BUILDING ELEMENTS IN MESH REPRESENTATION
, pages 123–130
AI-DRIVEN MAIZE YIELD FORECASTING USING UNMANNED AERIAL VEHICLE-BASED HYPERSPECTRAL AND LIDAR DATA FUSION
, pages 193–199
CONTRASTIVE SELF-SUPERVISED DATA FUSION FOR SATELLITE IMAGERY
, pages 705–711
Database
RESEARCH ON QUALITY TESTING AND EVALUATION TECHNOLOGY OF FUNDAMENTAL GEOGRAPHIC INFORMATION DATABASE SYSTEM
, pages 619–625
Deep Learning
GEOGRAPHICAL TRANSFERABILITY OF LULC IMAGE-BASED SEGMENTATION MODELS USING TRAINING DATA AUTOMATICALLY GENERATED FROM OPENSTREETMAP – CASE STUDY IN PORTUGAL
, pages 25–31
ENHANCED SUPER RESOLUTION FOR REMOTE SENSING IMAGERIES
, pages 53–60
IMPROVING SEMANTIC SEGMENTATION PERFORMANCE BY JOINTLY USING HIGH RESOLUTION REMOTE SENSING IMAGE AND NDSM
, pages 77–83
A CNN-BASED CHANGE DETECTION METHOD FOR SQUATTER STRUCTURE RECOGNITION FROM AERIAL IMAGES AND DSM
, pages 289–295
DETECTION OF DEGRADED ACACIA TREE SPECIES USING DEEP NEURAL NETWORKS ON UAV DRONE IMAGERY
, pages 455–462
PIXEL-RESOLUTION DTM GENERATION FOR THE LUNAR SURFACE BASED ON A COMBINED DEEP LEARNING AND SHAPE-FROM-SHADING (SFS) APPROACH
, pages 511–516
MULTISENGE: A MULTIMODAL AND MULTITEMPORAL BENCHMARK DATASET FOR LAND USE/LAND COVER REMOTE SENSING APPLICATIONS
, pages 635–640
Deep learning
FINE-TUNING CNNS FOR DECREASED SENSITIVITY TO NON-VOLCANIC DEFORMATION VELOCITY SIGNALS
, pages 85–92
DEEP FEATURE EXTRACTION BASED ON DYNAMIC GRAPH CONVOLUTIONAL NETWORKS FOR ACCELERATED HYPERSPECTRAL IMAGE CLASSIFICATION
, pages 139–146
BRIGHTEARTH: PIPELINE FOR ON-THE-FLY 3D RECONSTRUCTION OF URBAN AND RURAL SCENES FROM ONE SATELLITE IMAGE
, pages 263–270
Deeplearning
SUPER-RESOLUTION RESEARCH ON REMOTE SENSING IMAGES IN THE MEGACITY BASED ON IMPROVED SRGAN
, pages 603–609
Deforestation Detection
MULTI-ATTENTION GHOSTNET FOR DEFORESTATION DETECTION IN THE AMAZON RAINFOREST
, pages 657–664
Digital Surface Model
A CNN-BASED CHANGE DETECTION METHOD FOR SQUATTER STRUCTURE RECOGNITION FROM AERIAL IMAGES AND DSM
, pages 289–295
Digital Terrain Model (DTM)
COASTAL CHANGE DETECTION ALONG THE FIRE ISLAND, US UNDER THE IMPACT OF HURRICANE SANDY BASED ON LIDAR DATA
, pages 569–575
Disaster detection
COASTAL CHANGE DETECTION ALONG THE FIRE ISLAND, US UNDER THE IMPACT OF HURRICANE SANDY BASED ON LIDAR DATA
, pages 569–575
Disaster management
COMBINED FLOODING AND WATER QUALITY MONITORING DURING SHORT EXTREME EVENTS USING SENTINEL 2: THE CASE STUDY OF GLORIA STORM IN EBRO DELTA
, pages 361–368
Disease burden; Trend
AN EXPLORATORY STUDY TO EXAMINE ABUNDANCE OF PM
2.5
AND ASSOCIATED DISEASE BURDEN IN BANGLADESH
, pages 627–633
Drought
EFFECTS OF GF-6 SATELLITE RED-EDGE BANDS ON PEANUT DROUGHT MONITORING
, pages 563–567
Dynamic graph convolutional networks
DEEP FEATURE EXTRACTION BASED ON DYNAMIC GRAPH CONVOLUTIONAL NETWORKS FOR ACCELERATED HYPERSPECTRAL IMAGE CLASSIFICATION
, pages 139–146
dGNSS survey
MONITORING HANGING GLACIER DYNAMICS FROM SAR IMAGES USING CORNER REFLECTORS AND FIELD MEASUREMENTS IN THE MONT-BLANC MASSIF
, pages 325–332
data fusion
COASTAL HABITAT MAPPING WITH UAV MULTI-SENSOR DATA: AN EXPERIMENT AMONG DCNN-BASED APPROACHES
, pages 439–445
deep learning
WEAKLY SUPERVISED LEARNING FOR TREELINE ECOTONE CLASSIFICATION BASED ON AERIAL ORTHOIMAGES AND AN ANCILLARY DSM
, pages 33–38
AUTOMATIC FLOOD DETECTION FROM SENTINEL-1 DATA USING DEEP LEARNING ARCHITECTURES
, pages 201–208
COASTAL HABITAT MAPPING WITH UAV MULTI-SENSOR DATA: AN EXPERIMENT AMONG DCNN-BASED APPROACHES
, pages 439–445
CLIFF CHANGE DETECTION USING SIAMESE KPCONV DEEP NETWORK ON 3D POINT CLOUDS
, pages 649–656
digital terrain model
BRIGHTEARTH: PIPELINE FOR ON-THE-FLY 3D RECONSTRUCTION OF URBAN AND RURAL SCENES FROM ONE SATELLITE IMAGE
, pages 263–270
drift correction
COMBINATION OF TLS AND SLAM LIDAR FOR LEVEE MONITORING
, pages 641–647
drought index
CHARACTERIZING THE DROUGHT DEVELOPMENT IN THE PHILIPPINES USING MULTIPLE DROUGHT INDICES DURING THE 2019 EL NIÑO
, pages 463–470
drought stress
THE DETECTION OF DISTURBANCE EFFECTS OF NORWAY SPRUCE (
PICEA ABIES
(L.) KARST.) IN UAV MULTISPECTRAL IMAGERY
, pages 689–695
E
ESRGAN
ENHANCED SUPER RESOLUTION FOR REMOTE SENSING IMAGERIES
, pages 53–60
ESTARFM
STUDY ON SNOW COVER CHANGE BASED ON THE FUSION OF SENTINEL-2 AND MODIS IMAGES
, pages 333–338
EU-DEM
ON THE EFFECT OF DEM QUALITY FOR LANDSLIDE SUSCEPTIBILITY MAPPING
, pages 525–531
Earth Data Cubes
SPATIOTEMPORAL SEGMENTATION OF SATELLITE IMAGE TIME SERIES USING SELF-ORGANIZING MAP
, pages 255–261
Earth Observation Systems
CHINA’S HIGH-RESOLUTION EARTH OBSERVATION SYSTEM (CHEOS): ADVANCES AND PERSPECTIVES
, pages 583–590
Ecological Solution
EMPOWERING GEO-BASED AI ALGORITHM TO AID COASTAL FLOOD RISK ANALYSIS: A REVIEW AND FRAMEWORK DEVELOPMENT
, pages 517–523
Ecosystem Service Value
CALCULATING AND ANALYZING OF ECOSYSTEM SERVICE VALUE WITH BIG DATA BASED ON HIGH RESOLUTION LAND COVER INFORMATION
, pages 187–192
Edge Detection
MULTITEMPORAL SEGMENTATION OF SENTINEL-2 IMAGES IN AN AGRICULTURAL INTENSIFICATION REGION IN BRAZIL
, pages 389–395
El Niño
CHARACTERIZING THE DROUGHT DEVELOPMENT IN THE PHILIPPINES USING MULTIPLE DROUGHT INDICES DURING THE 2019 EL NIÑO
, pages 463–470
El Niño Southern Oscillation
CLIMATIC EFFECTS ON ARGENTINA’S TRADITIONAL DRINK – A MACHINE LEARNING BASED YERBA MATE PRODUCTIVITY PREDICTION
, pages 423–430
Ensemble classifier
META-LEARNING FOR WETLAND CLASSIFICATION USING A COMBINATION OF SENTINEL-1 AND SENTINEL-2 IMAGERY
, pages 47–52
Excess mortality
AN EXPLORATORY STUDY TO EXAMINE ABUNDANCE OF PM
2.5
AND ASSOCIATED DISEASE BURDEN IN BANGLADESH
, pages 627–633
Expansion Intensity
ANALYSIS OF URBAN EXPANSION CHARACTERISTICS OF YANGTZE RIVER DELTA URBAN AGGLOMERATION BASED ON DMSP/OLS NIGHTTIME LIGHT DATA
, pages 241–246
Extreme gradient boosting (Xgboost)
EVALUATING PIXEL-BASED AND OBJECT-BASED APPROACHES FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF OPTICAL, SAR, AND AN EXTREME GRADIENT BOOSTING MODEL
, pages 485–492
Extreme rainfall
OPTIONS FOR ADAPTATION OF URBANIZED AREAS TO CLIMATE CHANGE INDUCED EXTREME RAINFALLS
, pages 541–547
enhanced difference image
UNSUPERVISED SAR CHANGE DETECTION METHOD BASED ON REFINED SAMPLE SELECTION
, pages 665–672
environmental justice
CHANGES OF SPATIAL DISPARITIES IN SATELLITE-DERIVED PM
2.5
EXPOSURES OVER 2010–2019 IN CHINA
, pages 297–302
environmental monitoring
COASTAL HABITAT MAPPING WITH UAV MULTI-SENSOR DATA: AN EXPERIMENT AMONG DCNN-BASED APPROACHES
, pages 439–445
erosion detection
CLIFF CHANGE DETECTION USING SIAMESE KPCONV DEEP NETWORK ON 3D POINT CLOUDS
, pages 649–656
exposure
CHANGES OF SPATIAL DISPARITIES IN SATELLITE-DERIVED PM
2.5
EXPOSURES OVER 2010–2019 IN CHINA
, pages 297–302
extreme learning machine
A COMPARATIVE STUDY OF SEVERAL SLFN-BASED CLASSIFICATION ALGORITHMS FOR URBAN AND RURAL LAND USE
, pages 247–253
F
FCN
INVESTIGATING 2D AND 3D CONVOLUTIONS FOR MULTITEMPORAL LAND COVER CLASSIFICATION USING REMOTE SENSING IMAGES
, pages 271–279
Feature Pyramid Network (FPN)
AUTOMATIC FLOOD DETECTION FROM SENTINEL-1 DATA USING DEEP LEARNING ARCHITECTURES
, pages 201–208
Feature fusion
DEEP FEATURE EXTRACTION BASED ON DYNAMIC GRAPH CONVOLUTIONAL NETWORKS FOR ACCELERATED HYPERSPECTRAL IMAGE CLASSIFICATION
, pages 139–146
Fine-tuning
FINE-TUNING CNNS FOR DECREASED SENSITIVITY TO NON-VOLCANIC DEFORMATION VELOCITY SIGNALS
, pages 85–92
Fitness Landscape Analysis
LANDSCAPE OF NEURAL ARCHITECTURE SEARCH ACROSS SENSORS: HOW MUCH DO THEY DIFFER ?
, pages 217–224
Flood Mapping
A CNN-BASED FLOOD MAPPING APPROACH USING SENTINEL-1 DATA
, pages 549–556
Flood detection
AUTOMATIC FLOOD DETECTION FROM SENTINEL-1 DATA USING DEEP LEARNING ARCHITECTURES
, pages 201–208
Flooded Vegetation
A CNN-BASED FLOOD MAPPING APPROACH USING SENTINEL-1 DATA
, pages 549–556
Flooding
COMBINED FLOODING AND WATER QUALITY MONITORING DURING SHORT EXTREME EVENTS USING SENTINEL 2: THE CASE STUDY OF GLORIA STORM IN EBRO DELTA
, pages 361–368
Forest Harvestings Detection
SENTINEL-1 DATA TIME SERIES TO SUPPORT FOREST POLICE IN HARVESTINGS DETECTION
, pages 225–232
Fully Convolutional Networks
MULTI-ATTENTION GHOSTNET FOR DEFORESTATION DETECTION IN THE AMAZON RAINFOREST
, pages 657–664
fire severity
ANALYZING SPATIO-TEMPORAL PATTERN OF THE FOREST FIRE BURNT AREA IN UTTARAKHAND USING SENTINEL-2 DATA
, pages 533–539
floods detection
INTRODUCING THE GLOBAL MAPPING OF FLOOD DYNAMICS USING GNSS-REFLECTOMETRY AND THE CYGNSS MISSION
, pages 93–100
forest biomass
EVALUATING PIXEL-BASED AND OBJECT-BASED APPROACHES FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF OPTICAL, SAR, AND AN EXTREME GRADIENT BOOSTING MODEL
, pages 485–492
forest plantation
HISTORIC LAND COVER CHANGE ASSESSMENT OF CHILEAN MEDITERRANEAN COAST: DID FOREST PLANTATIONS REALLY CAUSED FRAGMENTATION?
, pages 383–388
forestry
ASSESSMENT OF CANOPY AND GROUND HEIGHT ACCURACY FROM GEDI LIDAR OVER STEEP MOUNTAIN AREAS
, pages 431–438
fragmentation
HISTORIC LAND COVER CHANGE ASSESSMENT OF CHILEAN MEDITERRANEAN COAST: DID FOREST PLANTATIONS REALLY CAUSED FRAGMENTATION?
, pages 383–388
full-waveform lidar
ASSESSMENT OF CANOPY AND GROUND HEIGHT ACCURACY FROM GEDI LIDAR OVER STEEP MOUNTAIN AREAS
, pages 431–438
fusion
FUSION OF MULTI-TEMPORAL AND MULTI-SENSOR ICE VELOCITY OBSERVATIONS
, pages 311–318
CLASSIFICATION OF VEGETATION CLASSES BY USING TIME SERIES OF SENTINEL-2 IMAGES FOR LARGE SCALE MAPPING IN CAMEROON
, pages 673–680
G
GEDI
ASSESSMENT OF CANOPY AND GROUND HEIGHT ACCURACY FROM GEDI LIDAR OVER STEEP MOUNTAIN AREAS
, pages 431–438
GF Series Satellites
CHINA’S HIGH-RESOLUTION EARTH OBSERVATION SYSTEM (CHEOS): ADVANCES AND PERSPECTIVES
, pages 583–590
GF-1
RESEARCH ON NDVI NORMALIZATION METHOD BASED ON GF IMAGES
, pages 209–215
GF-1 satellite
ANALYSIS: IMPACT OF IMAGE MATCHING METHODS ON JITTER COMPENSATION
, pages 611–618
GF-2
RESEARCH ON NDVI NORMALIZATION METHOD BASED ON GF IMAGES
, pages 209–215
GF-6 WFV
EFFECTS OF GF-6 SATELLITE RED-EDGE BANDS ON PEANUT DROUGHT MONITORING
, pages 563–567
GNSS-Reflectometry
INTRODUCING THE GLOBAL MAPPING OF FLOOD DYNAMICS USING GNSS-REFLECTOMETRY AND THE CYGNSS MISSION
, pages 93–100
GUI
EFFICIENT TRAINING DATA GENERATION BY CLUSTERING-BASED CLASSIFICATION
, pages 179–186
Gaussian fitting
ESTIMATION OF DAILY GLOBAL SOLAR IRRADIANCE FROM HIMAWARI-8 PRODUCTS OVER CHINA
, pages 493–500
Generative Adversarial Network
SUPER RESOLUTION FOR SINGLE SATELLITE IMAGE USING A GENERATIVE ADVERSARIAL NETWORK
, pages 591–596
Genetics
IMPROVED ARTIFICIAL IMMUNE NETWORK CROP RECOGNITION ALGORITHM BASED ON DISPERSED VEGETATION INDEX GENETIC CHAIN
, pages 501–509
Geographic information
RESEARCH ON QUALITY TESTING AND EVALUATION TECHNOLOGY OF FUNDAMENTAL GEOGRAPHIC INFORMATION DATABASE SYSTEM
, pages 619–625
Geostationary satellite
ESTIMATION OF DAILY GLOBAL SOLAR IRRADIANCE FROM HIMAWARI-8 PRODUCTS OVER CHINA
, pages 493–500
GhostNet
MULTI-ATTENTION GHOSTNET FOR DEFORESTATION DETECTION IN THE AMAZON RAINFOREST
, pages 657–664
Global solar irradiance
ESTIMATION OF DAILY GLOBAL SOLAR IRRADIANCE FROM HIMAWARI-8 PRODUCTS OVER CHINA
, pages 493–500
Google Earth Engine
LONG-TERM LAND SURFACE WATER MONITORING IN THE YELLOW RIVER BASIN OF CHINA BASED ON LANDSAT IMAGERY ON THE GOOGLE EARTH ENGINE
, pages 9–16
Graph attention network
HYPERSPECTRAL IMAGE CLASSIFICATION WITH LOCALIZED SPECTRAL FILTERING-BASED GRAPH ATTENTION NETWORK
, pages 155–161
Graph theory
IMAGE-BASED BRDF MEASUREMENT
, pages 171–177
Graphbased deep learning
HYPERSPECTRAL IMAGE CLASSIFICATION WITH LOCALIZED SPECTRAL FILTERING-BASED GRAPH ATTENTION NETWORK
, pages 155–161
glacier displacements
FUSION OF MULTI-TEMPORAL AND MULTI-SENSOR ICE VELOCITY OBSERVATIONS
, pages 311–318
global warming
PROCEDURE OF EXTRACTING THIN ICE AREAS IN THE SEA OF OKHOTSK USING MODIS DATA
, pages 319–324
gold rush
HISTORIC LAND COVER CHANGE ASSESSMENT OF CHILEAN MEDITERRANEAN COAST: DID FOREST PLANTATIONS REALLY CAUSED FRAGMENTATION?
, pages 383–388
google earth engine
STATE-WIDE WETLAND INVENTORY MAP OF MINNESOTA USING MULTI-SOURCE AND MULTI-TEMPORALREMOTE SENSING DATA
, pages 411–416
H
HIMS
RUNOFF ESTIMATION BASED ON HYBRID-PHYSICS-DATA MODEL
, pages 347–352
HPD
RUNOFF ESTIMATION BASED ON HYBRID-PHYSICS-DATA MODEL
, pages 347–352
Hanging glacier
MONITORING HANGING GLACIER DYNAMICS FROM SAR IMAGES USING CORNER REFLECTORS AND FIELD MEASUREMENTS IN THE MONT-BLANC MASSIF
, pages 325–332
Hazard Ratio
AN EXPLORATORY STUDY TO EXAMINE ABUNDANCE OF PM
2.5
AND ASSOCIATED DISEASE BURDEN IN BANGLADESH
, pages 627–633
Hierarchical Clustering
EFFICIENT TRAINING DATA GENERATION BY CLUSTERING-BASED CLASSIFICATION
, pages 179–186
High Resolution
CALCULATING AND ANALYZING OF ECOSYSTEM SERVICE VALUE WITH BIG DATA BASED ON HIGH RESOLUTION LAND COVER INFORMATION
, pages 187–192
CHINA’S HIGH-RESOLUTION EARTH OBSERVATION SYSTEM (CHEOS): ADVANCES AND PERSPECTIVES
, pages 583–590
High resolution image
CHARACTERISTICS OF HUMAN ACTIVITY IN CHINA’S COASTAL ZONE BASED ON MULTI-SOURCE SPATIO-TEMPORAL DATA
, pages 397–404
High resolution satellite imagery
SUPER-RESOLUTION RESEARCH ON REMOTE SENSING IMAGES IN THE MEGACITY BASED ON IMPROVED SRGAN
, pages 603–609
Himawari-8
ESTIMATION OF DAILY GLOBAL SOLAR IRRADIANCE FROM HIMAWARI-8 PRODUCTS OVER CHINA
, pages 493–500
Human activities
CHARACTERISTICS OF HUMAN ACTIVITY IN CHINA’S COASTAL ZONE BASED ON MULTI-SOURCE SPATIO-TEMPORAL DATA
, pages 397–404
Human activity
SATELLITE OBSERVATIONS REVEAL MORPHOLOGICAL CHANGES IN ASIAN DELTAS FROM 1986 TO 2018
, pages 375–381
Hyperspectral
AUTOMATIC METHANE PLUMES DETECTION IN TIME SERIES OF SENTINEL-5P L1B IMAGES
, pages 147–154
AI-DRIVEN MAIZE YIELD FORECASTING USING UNMANNED AERIAL VEHICLE-BASED HYPERSPECTRAL AND LIDAR DATA FUSION
, pages 193–199
Hyperspectral image classification
HYPERSPECTRAL IMAGE CLASSIFICATION WITH LOCALIZED SPECTRAL FILTERING-BASED GRAPH ATTENTION NETWORK
, pages 155–161
Hyperspectral images classification
DEEP FEATURE EXTRACTION BASED ON DYNAMIC GRAPH CONVOLUTIONAL NETWORKS FOR ACCELERATED HYPERSPECTRAL IMAGE CLASSIFICATION
, pages 139–146
Hyperspectral imaging
UPDATING STRATEGIES FOR DISTANCE BASED CLASSIFICATION MODEL WITH RECURSIVE LEAST SQUARES
, pages 163–170
IMAGE-BASED BRDF MEASUREMENT
, pages 171–177
hyperspectral imaging
HYPERBLEND: SIMULATING SPECTRAL REFLECTANCE AND TRANSMITTANCE OF LEAF TISSUE WITH BLENDER
, pages 471–476
I
Image matching
ANALYSIS: IMPACT OF IMAGE MATCHING METHODS ON JITTER COMPENSATION
, pages 611–618
InSAR
FINE-TUNING CNNS FOR DECREASED SENSITIVITY TO NON-VOLCANIC DEFORMATION VELOCITY SIGNALS
, pages 85–92
PERFORMANCE OF NUMERICAL WEATHER PRODUCTS FOR INSAR TROPOSPHERIC CORRECTION: A CASE STUDY OF A TROPICAL REGION
, pages 115–122
InceptionResNet v2
FINE-TUNING CNNS FOR DECREASED SENSITIVITY TO NON-VOLCANIC DEFORMATION VELOCITY SIGNALS
, pages 85–92
Inferencing-free
DMPCONV: DECOUPLING MULTI-BRANCH POINTWISE CONVOLUTIONS FOR LIGHT-WEIGHT REMOTE SENSING SCENE CLASSIFICATION
, pages 233–240
Intelligence
ON THE QUALITY INSPECTION SOFTWARE SYSTEM OF SURVEYING AND MAPPING GEOGRAPHIC INFORMATION ACHIEVEMENTS UNDER MULTI-DIMENSION SYNERGY
, pages 577–582
ice thickness
PROCEDURE OF EXTRACTING THIN ICE AREAS IN THE SEA OF OKHOTSK USING MODIS DATA
, pages 319–324
inter-band parallax
CLOUD DETECTION BY INTER-BAND PARALLAX AND A-CONTRARIO VALIDATION
, pages 39–46
J
Jitter compensation
ANALYSIS: IMPACT OF IMAGE MATCHING METHODS ON JITTER COMPENSATION
, pages 611–618
K
Krkonoše mountains
WEAKLY SUPERVISED LEARNING FOR TREELINE ECOTONE CLASSIFICATION BASED ON AERIAL ORTHOIMAGES AND AN ANCILLARY DSM
, pages 33–38
kernel function
A COMPARATIVE STUDY OF SEVERAL SLFN-BASED CLASSIFICATION ALGORITHMS FOR URBAN AND RURAL LAND USE
, pages 247–253
L
LSTM
RUNOFF ESTIMATION BASED ON HYBRID-PHYSICS-DATA MODEL
, pages 347–352
Labeling
EFFICIENT TRAINING DATA GENERATION BY CLUSTERING-BASED CLASSIFICATION
, pages 179–186
Land Cover
CALCULATING AND ANALYZING OF ECOSYSTEM SERVICE VALUE WITH BIG DATA BASED ON HIGH RESOLUTION LAND COVER INFORMATION
, pages 187–192
Land Satellites Satellites
CHINA’S HIGH-RESOLUTION EARTH OBSERVATION SYSTEM (CHEOS): ADVANCES AND PERSPECTIVES
, pages 583–590
Land Use and Land Cover Changes
SPATIOTEMPORAL SEGMENTATION OF SATELLITE IMAGE TIME SERIES USING SELF-ORGANIZING MAP
, pages 255–261
Land cover
CHARACTERISTICS OF HUMAN ACTIVITY IN CHINA’S COASTAL ZONE BASED ON MULTI-SOURCE SPATIO-TEMPORAL DATA
, pages 397–404
Landsat
MULTISCALE SPATIAL RELATION EXTRACTION OF A REMOTELY SENSED WATERLINE IN A MUDDY COASTAL ZONE WITH CHONGMING DONGTAN AS AN EXAMPLE
, pages 69–76
SOIL MOISTURE PREDICTION WITH MULTISPECTRAL VISIBLE AND NIR REMOTE SENSING
, pages 447–453
Landsat ETM+
LONG-TERM LAND SURFACE WATER MONITORING IN THE YELLOW RIVER BASIN OF CHINA BASED ON LANDSAT IMAGERY ON THE GOOGLE EARTH ENGINE
, pages 9–16
Landsat OLI
LONG-TERM LAND SURFACE WATER MONITORING IN THE YELLOW RIVER BASIN OF CHINA BASED ON LANDSAT IMAGERY ON THE GOOGLE EARTH ENGINE
, pages 9–16
Landsat TM
LONG-TERM LAND SURFACE WATER MONITORING IN THE YELLOW RIVER BASIN OF CHINA BASED ON LANDSAT IMAGERY ON THE GOOGLE EARTH ENGINE
, pages 9–16
Landsat-8
LANDSLIDE INVENTORY MAPPING FROM LANDSAT-8 NDVI TIME SERIES USING ADAPTIVE LANDSLIDE INTERVAL DETECTION
, pages 557–562
Landslide Detection
LANDSLIDE INVENTORY MAPPING FROM LANDSAT-8 NDVI TIME SERIES USING ADAPTIVE LANDSLIDE INTERVAL DETECTION
, pages 557–562
Landslide Susceptibility Mapping
ON THE EFFECT OF DEM QUALITY FOR LANDSLIDE SUSCEPTIBILITY MAPPING
, pages 525–531
Landuse/cover
MULTISENGE: A MULTIMODAL AND MULTITEMPORAL BENCHMARK DATASET FOR LAND USE/LAND COVER REMOTE SENSING APPLICATIONS
, pages 635–640
LiDAR
AI-DRIVEN MAIZE YIELD FORECASTING USING UNMANNED AERIAL VEHICLE-BASED HYPERSPECTRAL AND LIDAR DATA FUSION
, pages 193–199
COASTAL CHANGE DETECTION ALONG THE FIRE ISLAND, US UNDER THE IMPACT OF HURRICANE SANDY BASED ON LIDAR DATA
, pages 569–575
Light-weight Model
DMPCONV: DECOUPLING MULTI-BRANCH POINTWISE CONVOLUTIONS FOR LIGHT-WEIGHT REMOTE SENSING SCENE CLASSIFICATION
, pages 233–240
Literature
EMPOWERING GEO-BASED AI ALGORITHM TO AID COASTAL FLOOD RISK ANALYSIS: A REVIEW AND FRAMEWORK DEVELOPMENT
, pages 517–523
Localized spectral filtering
HYPERSPECTRAL IMAGE CLASSIFICATION WITH LOCALIZED SPECTRAL FILTERING-BASED GRAPH ATTENTION NETWORK
, pages 155–161
Luminous remote sensing
CHARACTERISTICS OF HUMAN ACTIVITY IN CHINA’S COASTAL ZONE BASED ON MULTI-SOURCE SPATIO-TEMPORAL DATA
, pages 397–404
Lunar Surface
PIXEL-RESOLUTION DTM GENERATION FOR THE LUNAR SURFACE BASED ON A COMBINED DEEP LEARNING AND SHAPE-FROM-SHADING (SFS) APPROACH
, pages 511–516
land cover classification
INVESTIGATING 2D AND 3D CONVOLUTIONS FOR MULTITEMPORAL LAND COVER CLASSIFICATION USING REMOTE SENSING IMAGES
, pages 271–279
POSITION-SENSITIVE ATTENTION BASED ON FULLY CONVOLUTIONAL NEURAL NETWORKS FOR LAND COVER CLASSIFICATION
, pages 281–288
land use
A COMPARATIVE STUDY OF SEVERAL SLFN-BASED CLASSIFICATION ALGORITHMS FOR URBAN AND RURAL LAND USE
, pages 247–253
land-cover
CLASSIFICATION OF VEGETATION CLASSES BY USING TIME SERIES OF SENTINEL-2 IMAGES FOR LARGE SCALE MAPPING IN CAMEROON
, pages 673–680
large-scale
CLASSIFICATION OF VEGETATION CLASSES BY USING TIME SERIES OF SENTINEL-2 IMAGES FOR LARGE SCALE MAPPING IN CAMEROON
, pages 673–680
leaf optical properties model
HYPERBLEND: SIMULATING SPECTRAL REFLECTANCE AND TRANSMITTANCE OF LEAF TISSUE WITH BLENDER
, pages 471–476
levees
COMBINATION OF TLS AND SLAM LIDAR FOR LEVEE MONITORING
, pages 641–647
M
MODIS
CHARACTERIZING THE DROUGHT DEVELOPMENT IN THE PHILIPPINES USING MULTIPLE DROUGHT INDICES DURING THE 2019 EL NIÑO
, pages 463–470
MODIS AOD
ONE DAY AHEAD PREDICTION OF PM2.5 SPATIAL DISTRIBUTION USING MODIS 3 KM AOD AND SPATIOTEMPORAL MODEL OVER BEIJING-TIANJIN-HEBEI, CHINA
, pages 303–310
Machine Learning
AI-DRIVEN MAIZE YIELD FORECASTING USING UNMANNED AERIAL VEHICLE-BASED HYPERSPECTRAL AND LIDAR DATA FUSION
, pages 193–199
ALEPPO PINE ALLOMETRIC MODELING THROUGH INTEGRATING UAV IMAGE-BASED POINT CLOUDS AND GROUND-BASED DATA
, pages 353–360
EMPOWERING GEO-BASED AI ALGORITHM TO AID COASTAL FLOOD RISK ANALYSIS: A REVIEW AND FRAMEWORK DEVELOPMENT
, pages 517–523
ON THE EFFECT OF DEM QUALITY FOR LANDSLIDE SUSCEPTIBILITY MAPPING
, pages 525–531
COASTAL CHANGE DETECTION ALONG THE FIRE ISLAND, US UNDER THE IMPACT OF HURRICANE SANDY BASED ON LIDAR DATA
, pages 569–575
Machine learning
UPDATING STRATEGIES FOR DISTANCE BASED CLASSIFICATION MODEL WITH RECURSIVE LEAST SQUARES
, pages 163–170
EVALUATING PIXEL-BASED AND OBJECT-BASED APPROACHES FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF OPTICAL, SAR, AND AN EXTREME GRADIENT BOOSTING MODEL
, pages 485–492
Machine learning model
ONE DAY AHEAD PREDICTION OF PM2.5 SPATIAL DISTRIBUTION USING MODIS 3 KM AOD AND SPATIOTEMPORAL MODEL OVER BEIJING-TIANJIN-HEBEI, CHINA
, pages 303–310
Marine observation
ADVANCES IN OPTICAL POLARIZATION REMOTE SENSING FOR MARINE OBSERVATION: A CASE STUDY IN NANCHANG RIVER PARK
, pages 101–106
Maximum Value Composite
RESEARCH ON NDVI NORMALIZATION METHOD BASED ON GF IMAGES
, pages 209–215
Mediterranean Forest
ALEPPO PINE ALLOMETRIC MODELING THROUGH INTEGRATING UAV IMAGE-BASED POINT CLOUDS AND GROUND-BASED DATA
, pages 353–360
Meta-learning
META-LEARNING FOR WETLAND CLASSIFICATION USING A COMBINATION OF SENTINEL-1 AND SENTINEL-2 IMAGERY
, pages 47–52
Methane
AUTOMATIC METHANE PLUMES DETECTION IN TIME SERIES OF SENTINEL-5P L1B IMAGES
, pages 147–154
Minimal Learning Machine
UPDATING STRATEGIES FOR DISTANCE BASED CLASSIFICATION MODEL WITH RECURSIVE LEAST SQUARES
, pages 163–170
Minnesota
STATE-WIDE WETLAND INVENTORY MAP OF MINNESOTA USING MULTI-SOURCE AND MULTI-TEMPORALREMOTE SENSING DATA
, pages 411–416
Monitoring
COMBINED FLOODING AND WATER QUALITY MONITORING DURING SHORT EXTREME EVENTS USING SENTINEL 2: THE CASE STUDY OF GLORIA STORM IN EBRO DELTA
, pages 361–368
EFFECTS OF GF-6 SATELLITE RED-EDGE BANDS ON PEANUT DROUGHT MONITORING
, pages 563–567
Monochrome polarization imaging
ADVANCES IN OPTICAL POLARIZATION REMOTE SENSING FOR MARINE OBSERVATION: A CASE STUDY IN NANCHANG RIVER PARK
, pages 101–106
Mont-Blanc massif
MONITORING HANGING GLACIER DYNAMICS FROM SAR IMAGES USING CORNER REFLECTORS AND FIELD MEASUREMENTS IN THE MONT-BLANC MASSIF
, pages 325–332
Morphological changes
SATELLITE OBSERVATIONS REVEAL MORPHOLOGICAL CHANGES IN ASIAN DELTAS FROM 1986 TO 2018
, pages 375–381
Muddy Coastal Zone
MULTISCALE SPATIAL RELATION EXTRACTION OF A REMOTELY SENSED WATERLINE IN A MUDDY COASTAL ZONE WITH CHONGMING DONGTAN AS AN EXAMPLE
, pages 69–76
Multi Dimensional Synergy
ON THE QUALITY INSPECTION SOFTWARE SYSTEM OF SURVEYING AND MAPPING GEOGRAPHIC INFORMATION ACHIEVEMENTS UNDER MULTI-DIMENSION SYNERGY
, pages 577–582
Multi-branch Architectures
DMPCONV: DECOUPLING MULTI-BRANCH POINTWISE CONVOLUTIONS FOR LIGHT-WEIGHT REMOTE SENSING SCENE CLASSIFICATION
, pages 233–240
Multi-scene Global Linear Model
RESEARCH ON NDVI NORMALIZATION METHOD BASED ON GF IMAGES
, pages 209–215
Multiscale ,Waterline
MULTISCALE SPATIAL RELATION EXTRACTION OF A REMOTELY SENSED WATERLINE IN A MUDDY COASTAL ZONE WITH CHONGMING DONGTAN AS AN EXAMPLE
, pages 69–76
Multispectral images
ANALYSIS: IMPACT OF IMAGE MATCHING METHODS ON JITTER COMPENSATION
, pages 611–618
Mutual-Attention
MASNET: IMPROVE PERFORMANCE OF SIAMESE NETWORKS WITH MUTUAL-ATTENTION FOR REMOTE SENSING CHANGE DETECTION TASKS
, pages 681–687
machine learning
A COMPARATIVE STUDY OF SEVERAL SLFN-BASED CLASSIFICATION ALGORITHMS FOR URBAN AND RURAL LAND USE
, pages 247–253
TEMPORALLY TRANSFERABLE MACHINE LEARNING MODEL FOR TOTAL SUSPENDED MATTER RETRIEVAL FROM SENTINEL-2
, pages 339–345
CLIMATIC EFFECTS ON ARGENTINA’S TRADITIONAL DRINK – A MACHINE LEARNING BASED YERBA MATE PRODUCTIVITY PREDICTION
, pages 423–430
mapping
CLASSIFICATION OF VEGETATION CLASSES BY USING TIME SERIES OF SENTINEL-2 IMAGES FOR LARGE SCALE MAPPING IN CAMEROON
, pages 673–680
model transferability
TEMPORALLY TRANSFERABLE MACHINE LEARNING MODEL FOR TOTAL SUSPENDED MATTER RETRIEVAL FROM SENTINEL-2
, pages 339–345
modelling
HISTORIC LAND COVER CHANGE ASSESSMENT OF CHILEAN MEDITERRANEAN COAST: DID FOREST PLANTATIONS REALLY CAUSED FRAGMENTATION?
, pages 383–388
monitoring
COMBINATION OF TLS AND SLAM LIDAR FOR LEVEE MONITORING
, pages 641–647
multi-frequency polarimetric radar vegetation index
BIOMASS ESTIMATION ALONG A CLIMATIC GRADIENT USING MULTI-FREQUENCY POLARIMETRIC RADAR VEGETATION INDEX
, pages 369–374
multi-hierarchical fuzzy C-means
UNSUPERVISED SAR CHANGE DETECTION METHOD BASED ON REFINED SAMPLE SELECTION
, pages 665–672
multi-sensor data
COASTAL HABITAT MAPPING WITH UAV MULTI-SENSOR DATA: AN EXPERIMENT AMONG DCNN-BASED APPROACHES
, pages 439–445
multi-sensors
FUSION OF MULTI-TEMPORAL AND MULTI-SENSOR ICE VELOCITY OBSERVATIONS
, pages 311–318
multi-source data
STATE-WIDE WETLAND INVENTORY MAP OF MINNESOTA USING MULTI-SOURCE AND MULTI-TEMPORALREMOTE SENSING DATA
, pages 411–416
multi-temporal
FUSION OF MULTI-TEMPORAL AND MULTI-SENSOR ICE VELOCITY OBSERVATIONS
, pages 311–318
multi-temporal images
INVESTIGATING 2D AND 3D CONVOLUTIONS FOR MULTITEMPORAL LAND COVER CLASSIFICATION USING REMOTE SENSING IMAGES
, pages 271–279
multiple regression analysis
ANALYZING SPATIO-TEMPORAL PATTERN OF THE FOREST FIRE BURNT AREA IN UTTARAKHAND USING SENTINEL-2 DATA
, pages 533–539
multispectral
SOIL MOISTURE PREDICTION WITH MULTISPECTRAL VISIBLE AND NIR REMOTE SENSING
, pages 447–453
multispectral imagery
THE DETECTION OF DISTURBANCE EFFECTS OF NORWAY SPRUCE (
PICEA ABIES
(L.) KARST.) IN UAV MULTISPECTRAL IMAGERY
, pages 689–695
N
NASA
AUTOMATIC FLOOD DETECTION FROM SENTINEL-1 DATA USING DEEP LEARNING ARCHITECTURES
, pages 201–208
NDSI
STUDY ON SNOW COVER CHANGE BASED ON THE FUSION OF SENTINEL-2 AND MODIS IMAGES
, pages 333–338
NDVI
LANDSLIDE INVENTORY MAPPING FROM LANDSAT-8 NDVI TIME SERIES USING ADAPTIVE LANDSLIDE INTERVAL DETECTION
, pages 557–562
NDVI products
RESEARCH ON NDVI NORMALIZATION METHOD BASED ON GF IMAGES
, pages 209–215
NIR
SOIL MOISTURE PREDICTION WITH MULTISPECTRAL VISIBLE AND NIR REMOTE SENSING
, pages 447–453
Neural Architecture Search
HOW FAR SHOULD I LOOK? A NEURAL ARCHITECTURE SEARCH STRATEGY FOR SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES
, pages 17–23
LANDSCAPE OF NEURAL ARCHITECTURE SEARCH ACROSS SENSORS: HOW MUCH DO THEY DIFFER ?
, pages 217–224
Neural Network
DMPCONV: DECOUPLING MULTI-BRANCH POINTWISE CONVOLUTIONS FOR LIGHT-WEIGHT REMOTE SENSING SCENE CLASSIFICATION
, pages 233–240
SOYBEAN YIELD FORECAST USING DUAL-POLARIMETRIC C-BAND SYNTHETIC APERTURE RADAR
, pages 405–410
Nighttime Light
ANALYSIS OF URBAN EXPANSION CHARACTERISTICS OF YANGTZE RIVER DELTA URBAN AGGLOMERATION BASED ON DMSP/OLS NIGHTTIME LIGHT DATA
, pages 241–246
Normalized Burn Ratio
ANALYZING SPATIO-TEMPORAL PATTERN OF THE FOREST FIRE BURNT AREA IN UTTARAKHAND USING SENTINEL-2 DATA
, pages 533–539
Norway spruce
THE DETECTION OF DISTURBANCE EFFECTS OF NORWAY SPRUCE (
PICEA ABIES
(L.) KARST.) IN UAV MULTISPECTRAL IMAGERY
, pages 689–695
nDSM
WEAKLY SUPERVISED LEARNING FOR TREELINE ECOTONE CLASSIFICATION BASED ON AERIAL ORTHOIMAGES AND AN ANCILLARY DSM
, pages 33–38
IMPROVING SEMANTIC SEGMENTATION PERFORMANCE BY JOINTLY USING HIGH RESOLUTION REMOTE SENSING IMAGE AND NDSM
, pages 77–83
native forest
HISTORIC LAND COVER CHANGE ASSESSMENT OF CHILEAN MEDITERRANEAN COAST: DID FOREST PLANTATIONS REALLY CAUSED FRAGMENTATION?
, pages 383–388
numerical weather models
PERFORMANCE OF NUMERICAL WEATHER PRODUCTS FOR INSAR TROPOSPHERIC CORRECTION: A CASE STUDY OF A TROPICAL REGION
, pages 115–122
O
OBIA
MULTITEMPORAL SEGMENTATION OF SENTINEL-2 IMAGES IN AN AGRICULTURAL INTENSIFICATION REGION IN BRAZIL
, pages 389–395
OLI
PROCEDURE OF EXTRACTING THIN ICE AREAS IN THE SEA OF OKHOTSK USING MODIS DATA
, pages 319–324
OSM
GEOGRAPHICAL TRANSFERABILITY OF LULC IMAGE-BASED SEGMENTATION MODELS USING TRAINING DATA AUTOMATICALLY GENERATED FROM OPENSTREETMAP – CASE STUDY IN PORTUGAL
, pages 25–31
Object Detection
DETECTION OF DEGRADED ACACIA TREE SPECIES USING DEEP NEURAL NETWORKS ON UAV DRONE IMAGERY
, pages 455–462
Object-Oriented
MULTISCALE SPATIAL RELATION EXTRACTION OF A REMOTELY SENSED WATERLINE IN A MUDDY COASTAL ZONE WITH CHONGMING DONGTAN AS AN EXAMPLE
, pages 69–76
Object-based image analysis (OBIA)
EVALUATING PIXEL-BASED AND OBJECT-BASED APPROACHES FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF OPTICAL, SAR, AND AN EXTREME GRADIENT BOOSTING MODEL
, pages 485–492
Optical polarization remote sensing
ADVANCES IN OPTICAL POLARIZATION REMOTE SENSING FOR MARINE OBSERVATION: A CASE STUDY IN NANCHANG RIVER PARK
, pages 101–106
object-based image analysis
STATE-WIDE WETLAND INVENTORY MAP OF MINNESOTA USING MULTI-SOURCE AND MULTI-TEMPORALREMOTE SENSING DATA
, pages 411–416
open source
HYPERBLEND: SIMULATING SPECTRAL REFLECTANCE AND TRANSMITTANCE OF LEAF TISSUE WITH BLENDER
, pages 471–476
optical satellite images
BRIGHTEARTH: PIPELINE FOR ON-THE-FLY 3D RECONSTRUCTION OF URBAN AND RURAL SCENES FROM ONE SATELLITE IMAGE
, pages 263–270
orthoimage
WEAKLY SUPERVISED LEARNING FOR TREELINE ECOTONE CLASSIFICATION BASED ON AERIAL ORTHOIMAGES AND AN ANCILLARY DSM
, pages 33–38
P
PM2.5
CHANGES OF SPATIAL DISPARITIES IN SATELLITE-DERIVED PM
2.5
EXPOSURES OVER 2010–2019 IN CHINA
, pages 297–302
ONE DAY AHEAD PREDICTION OF PM2.5 SPATIAL DISTRIBUTION USING MODIS 3 KM AOD AND SPATIOTEMPORAL MODEL OVER BEIJING-TIANJIN-HEBEI, CHINA
, pages 303–310
AN EXPLORATORY STUDY TO EXAMINE ABUNDANCE OF PM
2.5
AND ASSOCIATED DISEASE BURDEN IN BANGLADESH
, pages 627–633
PM2.5 spatiotemporal distribution
ONE DAY AHEAD PREDICTION OF PM2.5 SPATIAL DISTRIBUTION USING MODIS 3 KM AOD AND SPATIOTEMPORAL MODEL OVER BEIJING-TIANJIN-HEBEI, CHINA
, pages 303–310
PS-InSAR
QUALITY INSPECTION OF SURFACE DEFORMATION MONITORING RESULTS BASED ON PS-INSAR TECHNOLOGY
, pages 597–602
Peak Runoff
RUNOFF ESTIMATION BASED ON HYBRID-PHYSICS-DATA MODEL
, pages 347–352
Peanut
EFFECTS OF GF-6 SATELLITE RED-EDGE BANDS ON PEANUT DROUGHT MONITORING
, pages 563–567
Persistent Scatterer Interferometry
PSDEFOPAT – TOWARDS AUTOMATIC MODEL BASED PSI POST-PROCESSING
, pages 107–114
Persistent Scatterer Interferometry (PSI)
MATCHING PERSISTENT SCATTERER CLUSTERS TO BUILDING ELEMENTS IN MESH REPRESENTATION
, pages 123–130
Phytoplankton monitoring
ADVANCES IN OPTICAL POLARIZATION REMOTE SENSING FOR MARINE OBSERVATION: A CASE STUDY IN NANCHANG RIVER PARK
, pages 101–106
Pixel-resolution DTM
PIXEL-RESOLUTION DTM GENERATION FOR THE LUNAR SURFACE BASED ON A COMBINED DEEP LEARNING AND SHAPE-FROM-SHADING (SFS) APPROACH
, pages 511–516
Point Cloud
ALEPPO PINE ALLOMETRIC MODELING THROUGH INTEGRATING UAV IMAGE-BASED POINT CLOUDS AND GROUND-BASED DATA
, pages 353–360
Polar-orbiting satellite
ESTIMATION OF DAILY GLOBAL SOLAR IRRADIANCE FROM HIMAWARI-8 PRODUCTS OVER CHINA
, pages 493–500
Polarimetry
SOYBEAN YIELD FORECAST USING DUAL-POLARIMETRIC C-BAND SYNTHETIC APERTURE RADAR
, pages 405–410
Python
ESTIMATION OF DAILY GLOBAL SOLAR IRRADIANCE FROM HIMAWARI-8 PRODUCTS OVER CHINA
, pages 493–500
picea abies
WEAKLY SUPERVISED LEARNING FOR TREELINE ECOTONE CLASSIFICATION BASED ON AERIAL ORTHOIMAGES AND AN ANCILLARY DSM
, pages 33–38
pinus mugo
WEAKLY SUPERVISED LEARNING FOR TREELINE ECOTONE CLASSIFICATION BASED ON AERIAL ORTHOIMAGES AND AN ANCILLARY DSM
, pages 33–38
plant phenotyping
AUTOMATIC EXTRACTION OF SOLAR AND SENSOR IMAGING GEOMETRY FROM UAV-BORNE PUSH-BROOM HYPERSPECTRAL CAMERA
, pages 131–137
point clouds
COMBINATION OF TLS AND SLAM LIDAR FOR LEVEE MONITORING
, pages 641–647
position-sensitive attention
POSITION-SENSITIVE ATTENTION BASED ON FULLY CONVOLUTIONAL NEURAL NETWORKS FOR LAND COVER CLASSIFICATION
, pages 281–288
Q
Quality Evaluation
RESEARCH ON QUALITY TESTING AND EVALUATION TECHNOLOGY OF FUNDAMENTAL GEOGRAPHIC INFORMATION DATABASE SYSTEM
, pages 619–625
Quality Inspection
ON THE QUALITY INSPECTION SOFTWARE SYSTEM OF SURVEYING AND MAPPING GEOGRAPHIC INFORMATION ACHIEVEMENTS UNDER MULTI-DIMENSION SYNERGY
, pages 577–582
Quality Test
RESEARCH ON QUALITY TESTING AND EVALUATION TECHNOLOGY OF FUNDAMENTAL GEOGRAPHIC INFORMATION DATABASE SYSTEM
, pages 619–625
Quality inspection
QUALITY INSPECTION OF SURFACE DEFORMATION MONITORING RESULTS BASED ON PS-INSAR TECHNOLOGY
, pages 597–602
Quality model
RESEARCH ON QUALITY TESTING AND EVALUATION TECHNOLOGY OF FUNDAMENTAL GEOGRAPHIC INFORMATION DATABASE SYSTEM
, pages 619–625
R
RSI
PROCEDURE OF EXTRACTING THIN ICE AREAS IN THE SEA OF OKHOTSK USING MODIS DATA
, pages 319–324
Random Forest
ON THE EFFECT OF DEM QUALITY FOR LANDSLIDE SUSCEPTIBILITY MAPPING
, pages 525–531
Real-time computation
UPDATING STRATEGIES FOR DISTANCE BASED CLASSIFICATION MODEL WITH RECURSIVE LEAST SQUARES
, pages 163–170
Recursive Least Squares
UPDATING STRATEGIES FOR DISTANCE BASED CLASSIFICATION MODEL WITH RECURSIVE LEAST SQUARES
, pages 163–170
Red-Edge Band
EFFECTS OF GF-6 SATELLITE RED-EDGE BANDS ON PEANUT DROUGHT MONITORING
, pages 563–567
Refined sample selection
UNSUPERVISED SAR CHANGE DETECTION METHOD BASED ON REFINED SAMPLE SELECTION
, pages 665–672
Regularization
DEEP FEATURE EXTRACTION BASED ON DYNAMIC GRAPH CONVOLUTIONAL NETWORKS FOR ACCELERATED HYPERSPECTRAL IMAGE CLASSIFICATION
, pages 139–146
Remote Sensing
HOW FAR SHOULD I LOOK? A NEURAL ARCHITECTURE SEARCH STRATEGY FOR SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES
, pages 17–23
GEOGRAPHICAL TRANSFERABILITY OF LULC IMAGE-BASED SEGMENTATION MODELS USING TRAINING DATA AUTOMATICALLY GENERATED FROM OPENSTREETMAP – CASE STUDY IN PORTUGAL
, pages 25–31
ENHANCED SUPER RESOLUTION FOR REMOTE SENSING IMAGERIES
, pages 53–60
AI-DRIVEN MAIZE YIELD FORECASTING USING UNMANNED AERIAL VEHICLE-BASED HYPERSPECTRAL AND LIDAR DATA FUSION
, pages 193–199
LANDSCAPE OF NEURAL ARCHITECTURE SEARCH ACROSS SENSORS: HOW MUCH DO THEY DIFFER ?
, pages 217–224
IMPROVED ARTIFICIAL IMMUNE NETWORK CROP RECOGNITION ALGORITHM BASED ON DISPERSED VEGETATION INDEX GENETIC CHAIN
, pages 501–509
EFFECTS OF GF-6 SATELLITE RED-EDGE BANDS ON PEANUT DROUGHT MONITORING
, pages 563–567
MASNET: IMPROVE PERFORMANCE OF SIAMESE NETWORKS WITH MUTUAL-ATTENTION FOR REMOTE SENSING CHANGE DETECTION TASKS
, pages 681–687
CONTRASTIVE SELF-SUPERVISED DATA FUSION FOR SATELLITE IMAGERY
, pages 705–711
Remote Sensing Applications
CHINA’S HIGH-RESOLUTION EARTH OBSERVATION SYSTEM (CHEOS): ADVANCES AND PERSPECTIVES
, pages 583–590
Remote Sensing Scene Classification
DMPCONV: DECOUPLING MULTI-BRANCH POINTWISE CONVOLUTIONS FOR LIGHT-WEIGHT REMOTE SENSING SCENE CLASSIFICATION
, pages 233–240
Remote sensing
IMAGE-BASED BRDF MEASUREMENT
, pages 171–177
THE DETECTION OF DISTURBANCE EFFECTS OF NORWAY SPRUCE (
PICEA ABIES
(L.) KARST.) IN UAV MULTISPECTRAL IMAGERY
, pages 689–695
ResNet
IMPROVING SEMANTIC SEGMENTATION PERFORMANCE BY JOINTLY USING HIGH RESOLUTION REMOTE SENSING IMAGE AND NDSM
, pages 77–83
Residual Network
SUPER RESOLUTION FOR SINGLE SATELLITE IMAGE USING A GENERATIVE ADVERSARIAL NETWORK
, pages 591–596
Resolution Remote Sensing
IMPROVING SEMANTIC SEGMENTATION PERFORMANCE BY JOINTLY USING HIGH RESOLUTION REMOTE SENSING IMAGE AND NDSM
, pages 77–83
Runoff Estimation
RUNOFF ESTIMATION BASED ON HYBRID-PHYSICS-DATA MODEL
, pages 347–352
random forest
STATE-WIDE WETLAND INVENTORY MAP OF MINNESOTA USING MULTI-SOURCE AND MULTI-TEMPORALREMOTE SENSING DATA
, pages 411–416
ray tracing
HYPERBLEND: SIMULATING SPECTRAL REFLECTANCE AND TRANSMITTANCE OF LEAF TISSUE WITH BLENDER
, pages 471–476
regression analysis
CLIMATIC EFFECTS ON ARGENTINA’S TRADITIONAL DRINK – A MACHINE LEARNING BASED YERBA MATE PRODUCTIVITY PREDICTION
, pages 423–430
remote sensing
AUTOMATIC EXTRACTION OF SOLAR AND SENSOR IMAGING GEOMETRY FROM UAV-BORNE PUSH-BROOM HYPERSPECTRAL CAMERA
, pages 131–137
INVESTIGATING 2D AND 3D CONVOLUTIONS FOR MULTITEMPORAL LAND COVER CLASSIFICATION USING REMOTE SENSING IMAGES
, pages 271–279
STATE-WIDE WETLAND INVENTORY MAP OF MINNESOTA USING MULTI-SOURCE AND MULTI-TEMPORALREMOTE SENSING DATA
, pages 411–416
SOIL MOISTURE PREDICTION WITH MULTISPECTRAL VISIBLE AND NIR REMOTE SENSING
, pages 447–453
HYPERBLEND: SIMULATING SPECTRAL REFLECTANCE AND TRANSMITTANCE OF LEAF TISSUE WITH BLENDER
, pages 471–476
remote sensing images
POSITION-SENSITIVE ATTENTION BASED ON FULLY CONVOLUTIONAL NEURAL NETWORKS FOR LAND COVER CLASSIFICATION
, pages 281–288
remote-sensing image classification
A COMPARATIVE STUDY OF SEVERAL SLFN-BASED CLASSIFICATION ALGORITHMS FOR URBAN AND RURAL LAND USE
, pages 247–253
S
SAR
SENTINEL-1 DATA TIME SERIES TO SUPPORT FOREST POLICE IN HARVESTINGS DETECTION
, pages 225–232
SAR change detection
UNSUPERVISED SAR CHANGE DETECTION METHOD BASED ON REFINED SAMPLE SELECTION
, pages 665–672
SAR images
MONITORING HANGING GLACIER DYNAMICS FROM SAR IMAGES USING CORNER REFLECTORS AND FIELD MEASUREMENTS IN THE MONT-BLANC MASSIF
, pages 325–332
SFM
IMAGE-BASED BRDF MEASUREMENT
, pages 171–177
SLAM LiDAR
COMBINATION OF TLS AND SLAM LIDAR FOR LEVEE MONITORING
, pages 641–647
SNOMAP
STUDY ON SNOW COVER CHANGE BASED ON THE FUSION OF SENTINEL-2 AND MODIS IMAGES
, pages 333–338
SRGAN
SUPER-RESOLUTION RESEARCH ON REMOTE SENSING IMAGES IN THE MEGACITY BASED ON IMPROVED SRGAN
, pages 603–609
SVM Classification, Environmental Impact Analysis
SPATIAL ANALYSIS OF VEGETATION DENSITY CLASSIFICATION IN DETERMINING ENVIRONMENTAL IMPACTS USING UAV IMAGERY
, pages 417–422
Satellite
GEOGRAPHICAL TRANSFERABILITY OF LULC IMAGE-BASED SEGMENTATION MODELS USING TRAINING DATA AUTOMATICALLY GENERATED FROM OPENSTREETMAP – CASE STUDY IN PORTUGAL
, pages 25–31
CLASSIFICATION OF VEGETATION CLASSES BY USING TIME SERIES OF SENTINEL-2 IMAGES FOR LARGE SCALE MAPPING IN CAMEROON
, pages 673–680
Satellite Image Time Series
SPATIOTEMPORAL SEGMENTATION OF SATELLITE IMAGE TIME SERIES USING SELF-ORGANIZING MAP
, pages 255–261
Satellite Imagery
SUPER RESOLUTION FOR SINGLE SATELLITE IMAGE USING A GENERATIVE ADVERSARIAL NETWORK
, pages 591–596
Satellite imagery
HOW FAR SHOULD I LOOK? A NEURAL ARCHITECTURE SEARCH STRATEGY FOR SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES
, pages 17–23
Satellite jitter
ANALYSIS: IMPACT OF IMAGE MATCHING METHODS ON JITTER COMPENSATION
, pages 611–618
Scene classification
MULTISENGE: A MULTIMODAL AND MULTITEMPORAL BENCHMARK DATASET FOR LAND USE/LAND COVER REMOTE SENSING APPLICATIONS
, pages 635–640
Segmentation
A VOXEL-BASED METHOD FOR THE THREE-DIMENSIONAL MODELLING OF HEATHLAND FROM LIDAR POINT CLOUDS: FIRST RESULTS
, pages 697–704
Self-attention
HYPERSPECTRAL IMAGE CLASSIFICATION WITH LOCALIZED SPECTRAL FILTERING-BASED GRAPH ATTENTION NETWORK
, pages 155–161
Self-supervised Learning
CONTRASTIVE SELF-SUPERVISED DATA FUSION FOR SATELLITE IMAGERY
, pages 705–711
Semantic Segmentation
HOW FAR SHOULD I LOOK? A NEURAL ARCHITECTURE SEARCH STRATEGY FOR SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES
, pages 17–23
IMPROVING SEMANTIC SEGMENTATION PERFORMANCE BY JOINTLY USING HIGH RESOLUTION REMOTE SENSING IMAGE AND NDSM
, pages 77–83
Semantic segmentation
MULTISENGE: A MULTIMODAL AND MULTITEMPORAL BENCHMARK DATASET FOR LAND USE/LAND COVER REMOTE SENSING APPLICATIONS
, pages 635–640
Semi-empirical models
IMAGE-BASED BRDF MEASUREMENT
, pages 171–177
Sensor Fusion
LANDSCAPE OF NEURAL ARCHITECTURE SEARCH ACROSS SENSORS: HOW MUCH DO THEY DIFFER ?
, pages 217–224
Sentinel
META-LEARNING FOR WETLAND CLASSIFICATION USING A COMBINATION OF SENTINEL-1 AND SENTINEL-2 IMAGERY
, pages 47–52
Sentinel 2
ANALYZING SPATIO-TEMPORAL PATTERN OF THE FOREST FIRE BURNT AREA IN UTTARAKHAND USING SENTINEL-2 DATA
, pages 533–539
Sentinel archive
MULTISENGE: A MULTIMODAL AND MULTITEMPORAL BENCHMARK DATASET FOR LAND USE/LAND COVER REMOTE SENSING APPLICATIONS
, pages 635–640
Sentinel-1
PSDEFOPAT – TOWARDS AUTOMATIC MODEL BASED PSI POST-PROCESSING
, pages 107–114
PERFORMANCE OF NUMERICAL WEATHER PRODUCTS FOR INSAR TROPOSPHERIC CORRECTION: A CASE STUDY OF A TROPICAL REGION
, pages 115–122
SENTINEL-1 DATA TIME SERIES TO SUPPORT FOREST POLICE IN HARVESTINGS DETECTION
, pages 225–232
BIOMASS ESTIMATION ALONG A CLIMATIC GRADIENT USING MULTI-FREQUENCY POLARIMETRIC RADAR VEGETATION INDEX
, pages 369–374
SOYBEAN YIELD FORECAST USING DUAL-POLARIMETRIC C-BAND SYNTHETIC APERTURE RADAR
, pages 405–410
A CNN-BASED FLOOD MAPPING APPROACH USING SENTINEL-1 DATA
, pages 549–556
Sentinel-2
ENHANCED SUPER RESOLUTION FOR REMOTE SENSING IMAGERIES
, pages 53–60
TEMPORALLY TRANSFERABLE MACHINE LEARNING MODEL FOR TOTAL SUSPENDED MATTER RETRIEVAL FROM SENTINEL-2
, pages 339–345
COMBINED FLOODING AND WATER QUALITY MONITORING DURING SHORT EXTREME EVENTS USING SENTINEL 2: THE CASE STUDY OF GLORIA STORM IN EBRO DELTA
, pages 361–368
IMPROVED ARTIFICIAL IMMUNE NETWORK CROP RECOGNITION ALGORITHM BASED ON DISPERSED VEGETATION INDEX GENETIC CHAIN
, pages 501–509
CLASSIFICATION OF VEGETATION CLASSES BY USING TIME SERIES OF SENTINEL-2 IMAGES FOR LARGE SCALE MAPPING IN CAMEROON
, pages 673–680
Shape from Shading
PIXEL-RESOLUTION DTM GENERATION FOR THE LUNAR SURFACE BASED ON A COMBINED DEEP LEARNING AND SHAPE-FROM-SHADING (SFS) APPROACH
, pages 511–516
Shoreline migrations
SATELLITE OBSERVATIONS REVEAL MORPHOLOGICAL CHANGES IN ASIAN DELTAS FROM 1986 TO 2018
, pages 375–381
Siamese Network
MASNET: IMPROVE PERFORMANCE OF SIAMESE NETWORKS WITH MUTUAL-ATTENTION FOR REMOTE SENSING CHANGE DETECTION TASKS
, pages 681–687
Simulation model
OPTIONS FOR ADAPTATION OF URBANIZED AREAS TO CLIMATE CHANGE INDUCED EXTREME RAINFALLS
, pages 541–547
Single-scene Global Linear Model
RESEARCH ON NDVI NORMALIZATION METHOD BASED ON GF IMAGES
, pages 209–215
Site-specific weed management (SSWM)
THE EFFECT OF SPECTRAL MIXTURES ON WEED SPECIES CLASSIFICATION
, pages 477–484
Snow Cover Area
STUDY ON SNOW COVER CHANGE BASED ON THE FUSION OF SENTINEL-2 AND MODIS IMAGES
, pages 333–338
Sobel
MULTITEMPORAL SEGMENTATION OF SENTINEL-2 IMAGES IN AN AGRICULTURAL INTENSIFICATION REGION IN BRAZIL
, pages 389–395
Soybean
SOYBEAN YIELD FORECAST USING DUAL-POLARIMETRIC C-BAND SYNTHETIC APERTURE RADAR
, pages 405–410
Spatial Analysis
SPATIAL ANALYSIS OF VEGETATION DENSITY CLASSIFICATION IN DETERMINING ENVIRONMENTAL IMPACTS USING UAV IMAGERY
, pages 417–422
Spatial Attention Mechanims
MULTI-ATTENTION GHOSTNET FOR DEFORESTATION DETECTION IN THE AMAZON RAINFOREST
, pages 657–664
Spatial Relations
MULTISCALE SPATIAL RELATION EXTRACTION OF A REMOTELY SENSED WATERLINE IN A MUDDY COASTAL ZONE WITH CHONGMING DONGTAN AS AN EXAMPLE
, pages 69–76
Spatio-temporal characteristics
CHARACTERISTICS OF HUMAN ACTIVITY IN CHINA’S COASTAL ZONE BASED ON MULTI-SOURCE SPATIO-TEMPORAL DATA
, pages 397–404
Spatiotemporal Segmentation
SPATIOTEMPORAL SEGMENTATION OF SATELLITE IMAGE TIME SERIES USING SELF-ORGANIZING MAP
, pages 255–261
Spatiotemporal autoregressive model
ONE DAY AHEAD PREDICTION OF PM2.5 SPATIAL DISTRIBUTION USING MODIS 3 KM AOD AND SPATIOTEMPORAL MODEL OVER BEIJING-TIANJIN-HEBEI, CHINA
, pages 303–310
Spectral classification
THE EFFECT OF SPECTRAL MIXTURES ON WEED SPECIES CLASSIFICATION
, pages 477–484
Spectral mixtures
THE EFFECT OF SPECTRAL MIXTURES ON WEED SPECIES CLASSIFICATION
, pages 477–484
Squatter Structure
A CNN-BASED CHANGE DETECTION METHOD FOR SQUATTER STRUCTURE RECOGNITION FROM AERIAL IMAGES AND DSM
, pages 289–295
Sun-glint observation
ADVANCES IN OPTICAL POLARIZATION REMOTE SENSING FOR MARINE OBSERVATION: A CASE STUDY IN NANCHANG RIVER PARK
, pages 101–106
Super Resolution
ENHANCED SUPER RESOLUTION FOR REMOTE SENSING IMAGERIES
, pages 53–60
SUPER RESOLUTION FOR SINGLE SATELLITE IMAGE USING A GENERATIVE ADVERSARIAL NETWORK
, pages 591–596
Super resolution
SUPER-RESOLUTION RESEARCH ON REMOTE SENSING IMAGES IN THE MEGACITY BASED ON IMPROVED SRGAN
, pages 603–609
Surface Deformation Patterns
PSDEFOPAT – TOWARDS AUTOMATIC MODEL BASED PSI POST-PROCESSING
, pages 107–114
Surface deformation monitoring
QUALITY INSPECTION OF SURFACE DEFORMATION MONITORING RESULTS BASED ON PS-INSAR TECHNOLOGY
, pages 597–602
Surveying and Mapping Geographic Information
ON THE QUALITY INSPECTION SOFTWARE SYSTEM OF SURVEYING AND MAPPING GEOGRAPHIC INFORMATION ACHIEVEMENTS UNDER MULTI-DIMENSION SYNERGY
, pages 577–582
Synthetic Aperture Radar
MATCHING PERSISTENT SCATTERER CLUSTERS TO BUILDING ELEMENTS IN MESH REPRESENTATION
, pages 123–130
Synthetic aperture radar (SAR)
EVALUATING PIXEL-BASED AND OBJECT-BASED APPROACHES FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF OPTICAL, SAR, AND AN EXTREME GRADIENT BOOSTING MODEL
, pages 485–492
Synthetic data
FINE-TUNING CNNS FOR DECREASED SENSITIVITY TO NON-VOLCANIC DEFORMATION VELOCITY SIGNALS
, pages 85–92
satellite
SOIL MOISTURE PREDICTION WITH MULTISPECTRAL VISIBLE AND NIR REMOTE SENSING
, pages 447–453
satellite optical images
CLOUD DETECTION BY INTER-BAND PARALLAX AND A-CONTRARIO VALIDATION
, pages 39–46
satellite remote sensing
CHANGES OF SPATIAL DISPARITIES IN SATELLITE-DERIVED PM
2.5
EXPOSURES OVER 2010–2019 IN CHINA
, pages 297–302
sea ice
PROCEDURE OF EXTRACTING THIN ICE AREAS IN THE SEA OF OKHOTSK USING MODIS DATA
, pages 319–324
semantic segmentation
BRIGHTEARTH: PIPELINE FOR ON-THE-FLY 3D RECONSTRUCTION OF URBAN AND RURAL SCENES FROM ONE SATELLITE IMAGE
, pages 263–270
POSITION-SENSITIVE ATTENTION BASED ON FULLY CONVOLUTIONAL NEURAL NETWORKS FOR LAND COVER CLASSIFICATION
, pages 281–288
COASTAL HABITAT MAPPING WITH UAV MULTI-SENSOR DATA: AN EXPERIMENT AMONG DCNN-BASED APPROACHES
, pages 439–445
shrublands
BIOMASS ESTIMATION ALONG A CLIMATIC GRADIENT USING MULTI-FREQUENCY POLARIMETRIC RADAR VEGETATION INDEX
, pages 369–374
simulation
HYPERBLEND: SIMULATING SPECTRAL REFLECTANCE AND TRANSMITTANCE OF LEAF TISSUE WITH BLENDER
, pages 471–476
skip connection
POSITION-SENSITIVE ATTENTION BASED ON FULLY CONVOLUTIONAL NEURAL NETWORKS FOR LAND COVER CLASSIFICATION
, pages 281–288
soil moisture
SOIL MOISTURE PREDICTION WITH MULTISPECTRAL VISIBLE AND NIR REMOTE SENSING
, pages 447–453
soil reflectance
SOIL MOISTURE PREDICTION WITH MULTISPECTRAL VISIBLE AND NIR REMOTE SENSING
, pages 447–453
spatiotemporal disparity
CHANGES OF SPATIAL DISPARITIES IN SATELLITE-DERIVED PM
2.5
EXPOSURES OVER 2010–2019 IN CHINA
, pages 297–302
sun glint
TEMPORALLY TRANSFERABLE MACHINE LEARNING MODEL FOR TOTAL SUSPENDED MATTER RETRIEVAL FROM SENTINEL-2
, pages 339–345
surface water
LONG-TERM LAND SURFACE WATER MONITORING IN THE YELLOW RIVER BASIN OF CHINA BASED ON LANDSAT IMAGERY ON THE GOOGLE EARTH ENGINE
, pages 9–16
synthetic aperture radar
AUTOMATIC FLOOD DETECTION FROM SENTINEL-1 DATA USING DEEP LEARNING ARCHITECTURES
, pages 201–208
T
TRMM
CHARACTERIZING THE DROUGHT DEVELOPMENT IN THE PHILIPPINES USING MULTIPLE DROUGHT INDICES DURING THE 2019 EL NIÑO
, pages 463–470
Test parameter
QUALITY INSPECTION OF SURFACE DEFORMATION MONITORING RESULTS BASED ON PS-INSAR TECHNOLOGY
, pages 597–602
Time Series
LANDSLIDE INVENTORY MAPPING FROM LANDSAT-8 NDVI TIME SERIES USING ADAPTIVE LANDSLIDE INTERVAL DETECTION
, pages 557–562
Time Series Analysis
PSDEFOPAT – TOWARDS AUTOMATIC MODEL BASED PSI POST-PROCESSING
, pages 107–114
MATCHING PERSISTENT SCATTERER CLUSTERS TO BUILDING ELEMENTS IN MESH REPRESENTATION
, pages 123–130
Time series
AUTOMATIC METHANE PLUMES DETECTION IN TIME SERIES OF SENTINEL-5P L1B IMAGES
, pages 147–154
Time series analysis
SENTINEL-1 DATA TIME SERIES TO SUPPORT FOREST POLICE IN HARVESTINGS DETECTION
, pages 225–232
Training Data
EFFICIENT TRAINING DATA GENERATION BY CLUSTERING-BASED CLASSIFICATION
, pages 179–186
Tropospheric delay
PERFORMANCE OF NUMERICAL WEATHER PRODUCTS FOR INSAR TROPOSPHERIC CORRECTION: A CASE STUDY OF A TROPICAL REGION
, pages 115–122
terrestrial laser scanning
COMBINATION OF TLS AND SLAM LIDAR FOR LEVEE MONITORING
, pages 641–647
time series
CLASSIFICATION OF VEGETATION CLASSES BY USING TIME SERIES OF SENTINEL-2 IMAGES FOR LARGE SCALE MAPPING IN CAMEROON
, pages 673–680
total suspended matter
TEMPORALLY TRANSFERABLE MACHINE LEARNING MODEL FOR TOTAL SUSPENDED MATTER RETRIEVAL FROM SENTINEL-2
, pages 339–345
transfer learning
AUTOMATIC FLOOD DETECTION FROM SENTINEL-1 DATA USING DEEP LEARNING ARCHITECTURES
, pages 201–208
tree volume
ASSESSMENT OF CANOPY AND GROUND HEIGHT ACCURACY FROM GEDI LIDAR OVER STEEP MOUNTAIN AREAS
, pages 431–438
U
U-Net
WEAKLY SUPERVISED LEARNING FOR TREELINE ECOTONE CLASSIFICATION BASED ON AERIAL ORTHOIMAGES AND AN ANCILLARY DSM
, pages 33–38
A CNN-BASED FLOOD MAPPING APPROACH USING SENTINEL-1 DATA
, pages 549–556
UAV
ALEPPO PINE ALLOMETRIC MODELING THROUGH INTEGRATING UAV IMAGE-BASED POINT CLOUDS AND GROUND-BASED DATA
, pages 353–360
COASTAL HABITAT MAPPING WITH UAV MULTI-SENSOR DATA: AN EXPERIMENT AMONG DCNN-BASED APPROACHES
, pages 439–445
DETECTION OF DEGRADED ACACIA TREE SPECIES USING DEEP NEURAL NETWORKS ON UAV DRONE IMAGERY
, pages 455–462
UAV Imagery
SPATIAL ANALYSIS OF VEGETATION DENSITY CLASSIFICATION IN DETERMINING ENVIRONMENTAL IMPACTS USING UAV IMAGERY
, pages 417–422
UNet
AUTOMATIC FLOOD DETECTION FROM SENTINEL-1 DATA USING DEEP LEARNING ARCHITECTURES
, pages 201–208
Unmanned Aerial Vehicle (UAV)
AI-DRIVEN MAIZE YIELD FORECASTING USING UNMANNED AERIAL VEHICLE-BASED HYPERSPECTRAL AND LIDAR DATA FUSION
, pages 193–199
Unsupervised Classification
SPATIOTEMPORAL SEGMENTATION OF SATELLITE IMAGE TIME SERIES USING SELF-ORGANIZING MAP
, pages 255–261
Urban Agglomeration
ANALYSIS OF URBAN EXPANSION CHARACTERISTICS OF YANGTZE RIVER DELTA URBAN AGGLOMERATION BASED ON DMSP/OLS NIGHTTIME LIGHT DATA
, pages 241–246
Urban Expansion
ANALYSIS OF URBAN EXPANSION CHARACTERISTICS OF YANGTZE RIVER DELTA URBAN AGGLOMERATION BASED ON DMSP/OLS NIGHTTIME LIGHT DATA
, pages 241–246
Urban Remote Sensing
SUPER-RESOLUTION RESEARCH ON REMOTE SENSING IMAGES IN THE MEGACITY BASED ON IMPROVED SRGAN
, pages 603–609
unmanned aerial vehicle (UAV)
AUTOMATIC EXTRACTION OF SOLAR AND SENSOR IMAGING GEOMETRY FROM UAV-BORNE PUSH-BROOM HYPERSPECTRAL CAMERA
, pages 131–137
V
VIS-based Vegetation Index
SPATIAL ANALYSIS OF VEGETATION DENSITY CLASSIFICATION IN DETERMINING ENVIRONMENTAL IMPACTS USING UAV IMAGERY
, pages 417–422
Vegetation
A VOXEL-BASED METHOD FOR THE THREE-DIMENSIONAL MODELLING OF HEATHLAND FROM LIDAR POINT CLOUDS: FIRST RESULTS
, pages 697–704
Vegetation Density
SPATIAL ANALYSIS OF VEGETATION DENSITY CLASSIFICATION IN DETERMINING ENVIRONMENTAL IMPACTS USING UAV IMAGERY
, pages 417–422
Vegetation Index
MULTITEMPORAL SEGMENTATION OF SENTINEL-2 IMAGES IN AN AGRICULTURAL INTENSIFICATION REGION IN BRAZIL
, pages 389–395
Velocity maps
FINE-TUNING CNNS FOR DECREASED SENSITIVITY TO NON-VOLCANIC DEFORMATION VELOCITY SIGNALS
, pages 85–92
Volcanic deformations
FINE-TUNING CNNS FOR DECREASED SENSITIVITY TO NON-VOLCANIC DEFORMATION VELOCITY SIGNALS
, pages 85–92
Volunteered Geographical Information
GEOGRAPHICAL TRANSFERABILITY OF LULC IMAGE-BASED SEGMENTATION MODELS USING TRAINING DATA AUTOMATICALLY GENERATED FROM OPENSTREETMAP – CASE STUDY IN PORTUGAL
, pages 25–31
Voxel
A VOXEL-BASED METHOD FOR THE THREE-DIMENSIONAL MODELLING OF HEATHLAND FROM LIDAR POINT CLOUDS: FIRST RESULTS
, pages 697–704
Vulnerability
EMPOWERING GEO-BASED AI ALGORITHM TO AID COASTAL FLOOD RISK ANALYSIS: A REVIEW AND FRAMEWORK DEVELOPMENT
, pages 517–523
vegetation
CLASSIFICATION OF VEGETATION CLASSES BY USING TIME SERIES OF SENTINEL-2 IMAGES FOR LARGE SCALE MAPPING IN CAMEROON
, pages 673–680
velocity time series
FUSION OF MULTI-TEMPORAL AND MULTI-SENSOR ICE VELOCITY OBSERVATIONS
, pages 311–318
visible wavelengths
SOIL MOISTURE PREDICTION WITH MULTISPECTRAL VISIBLE AND NIR REMOTE SENSING
, pages 447–453
W
Water Quality
COMBINED FLOODING AND WATER QUALITY MONITORING DURING SHORT EXTREME EVENTS USING SENTINEL 2: THE CASE STUDY OF GLORIA STORM IN EBRO DELTA
, pages 361–368
Water frequency
SATELLITE OBSERVATIONS REVEAL MORPHOLOGICAL CHANGES IN ASIAN DELTAS FROM 1986 TO 2018
, pages 375–381
Watershed Segmentation
MULTITEMPORAL SEGMENTATION OF SENTINEL-2 IMAGES IN AN AGRICULTURAL INTENSIFICATION REGION IN BRAZIL
, pages 389–395
Wetland
META-LEARNING FOR WETLAND CLASSIFICATION USING A COMBINATION OF SENTINEL-1 AND SENTINEL-2 IMAGERY
, pages 47–52
Wide-Field Imager
ACCURACY ASSESSMENT OF CLOUD MASK DETECTION ALGORITHMS FOR CBERS-4 WFI IMAGERY
, pages 61–67
WorldView-3
ENHANCED SUPER RESOLUTION FOR REMOTE SENSING IMAGERIES
, pages 53–60
water quality
TEMPORALLY TRANSFERABLE MACHINE LEARNING MODEL FOR TOTAL SUSPENDED MATTER RETRIEVAL FROM SENTINEL-2
, pages 339–345
wetlands
STATE-WIDE WETLAND INVENTORY MAP OF MINNESOTA USING MULTI-SOURCE AND MULTI-TEMPORALREMOTE SENSING DATA
, pages 411–416
wheat
HISTORIC LAND COVER CHANGE ASSESSMENT OF CHILEAN MEDITERRANEAN COAST: DID FOREST PLANTATIONS REALLY CAUSED FRAGMENTATION?
, pages 383–388
wind
THE DETECTION OF DISTURBANCE EFFECTS OF NORWAY SPRUCE (
PICEA ABIES
(L.) KARST.) IN UAV MULTISPECTRAL IMAGERY
, pages 689–695
Y
Yangtze River Delta
ANALYSIS OF URBAN EXPANSION CHARACTERISTICS OF YANGTZE RIVER DELTA URBAN AGGLOMERATION BASED ON DMSP/OLS NIGHTTIME LIGHT DATA
, pages 241–246
Yellow River Basin
LONG-TERM LAND SURFACE WATER MONITORING IN THE YELLOW RIVER BASIN OF CHINA BASED ON LANDSAT IMAGERY ON THE GOOGLE EARTH ENGINE
, pages 9–16
Yield
SOYBEAN YIELD FORECAST USING DUAL-POLARIMETRIC C-BAND SYNTHETIC APERTURE RADAR
, pages 405–410
yield loss
CHARACTERIZING THE DROUGHT DEVELOPMENT IN THE PHILIPPINES USING MULTIPLE DROUGHT INDICES DURING THE 2019 EL NIÑO
, pages 463–470
Z
zenith angle
AUTOMATIC EXTRACTION OF SOLAR AND SENSOR IMAGING GEOMETRY FROM UAV-BORNE PUSH-BROOM HYPERSPECTRAL CAMERA
, pages 131–137
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