Research graph
References from Region and Boundary Accuracy in Zero-Shot Shoreline Extraction: A Benchmark of Segmentation-Native Vision-Language Models and Prompted SAM Pipelines. Local targets link to admitted publications; unresolved targets remain external evidence.
Analysis and trends of the world’s coastal cities and agglomerations
10.1016/j.ocecoaman.2015.06.004 · 2015 · External reference
Land–ocean interactions in the coastal zone: Past, present & future
10.1016/j.ancene.2016.01.005 · 2015 · External reference
Global long-term observations of coastal erosion and accretion
10.1038/s41598-018-30904-w · 2018 · External reference
Wave climate on the southwestern coast of Lake Michigan: Perspectives from wave directionality
10.1016/j.oceaneng.2025.123306 · 2026 · External reference
The state of the world’s beaches
10.1038/s41598-018-24630-6 · 2018 · External reference
Spatiotemporal Evolution and Determinant Analysis of Energy-Related Carbon Emissions in Jiangsu Province Using Interpretable Machine Learning
10.1007/s12061-026-09908-x · 2026 · External reference
A new framework for collaborative climate governance: Linking consensus building and collective action
10.1332/03055736y2026d000000089 · 2026 · External reference
Toward Human-AI Collaboration for Sustainable Development: Unveiling the Drives of Artificial Intelligence Adoption in Environmental Governance
2026 · External reference
Fine-scale mapping of built-environment carbon emissions: A multi-source data fusion and explainable machine learning framework for high-density urban regions
10.1016/j.buildenv.2026.115199 · 2026 · External reference
Megacities in the coastal zone: Using a driver-pressure-state-impact-response framework to address complex environmental problems
10.1016/j.ecss.2011.07.011 · 2012 · External reference
Synergistic effects of carbonated water flooding coupled with surfactant for EOR and CO2 storage: Pore-scale mechanisms and influencing factors analysis
10.1016/j.petsci.2026.03.044 · 2026 · External reference
10.3390/w18151860
10.3390/w18151860 · External reference
Human activities and climate variability drive fast-paced change across the world’s estuarine–coastal ecosystems
10.1111/gcb.13059 · 2016 · External reference
10.3390/rs18081148
10.3390/rs18081148 · External reference
10.3390/ijgi8020075
10.3390/ijgi8020075 · External reference
A multi-scale assessment for managing coastal geomorphic changes in southwestern Lake Michigan
10.1016/j.jenvman.2025.127878 · 2025 · External reference
The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features
10.1080/01431169608948714 · 1996 · External reference
10.3390/rs9060596
10.3390/rs9060596 · External reference
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline
10.1109/tgrs.2021.3064606 · 2022 · External reference
Sub-annual to multi-decadal shoreline variability from publicly available satellite imagery
10.1016/j.coastaleng.2019.04.004 · 2019 · External reference
A Deep Learning Method of Water Body Extraction From High Resolution Remote Sensing Images With Multisensors
10.1109/jstars.2021.3060769 · 2021 · External reference
Water Body Extraction of High Resolution Remote Sensing Image based on Improved U-Net Network
2020 · External reference
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
10.1109/tpami.2017.2699184 · 2018 · External reference
10.1007/978-3-030-58539-6_11
10.1007/978-3-030-58539-6_11 · External reference
10.3390/rs18020325
10.3390/rs18020325 · External reference
Multinetwork algorithm for coastal line segmentation in remote sensing images
2024 · External reference
Toward a collective agenda on AI for Earth science data analysis
10.1109/mgrs.2020.3043504 · 2021 · External reference
10.1109/iccv48922.2021.01055
10.1109/iccv48922.2021.01055 · External reference
Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources
10.1109/mgrs.2017.2762307 · 2017 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
10.1109/iccv51070.2023.00371
10.1109/iccv51070.2023.00371 · External reference
Unresolved reference
External reference
10.18653/v1/2025.emnlp-main.511
10.18653/v1/2025.emnlp-main.511 · External reference
10.52202/075280-1516
10.52202/075280-1516 · External reference
10.52202/075280-0868
10.52202/075280-0868 · External reference
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation Based on Visual Foundation Model
2024 · External reference
RS-CLIP: Zero shot remote sensing scene classification via contrastive vision-language supervision
2023 · External reference
The Segment Anything Model (SAM) for remote sensing applications: From zero to one shot
2023 · External reference
10.3390/rs16152795
10.3390/rs16152795 · External reference
Developments in deep learning algorithms for coastline extraction from remote sensing imagery: A systematic review
10.1007/s12145-025-01805-0 · 2025 · External reference
Unresolved reference
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Unresolved reference
External reference
10.1109/iccv51070.2023.01101
10.1109/iccv51070.2023.01101 · External reference
Unresolved reference
External reference
10.52202/075280-2688
10.52202/075280-2688 · External reference
10.3390/geomatics6010021
10.3390/geomatics6010021 · External reference
Understanding metric-related pitfalls in image analysis validation
10.1038/s41592-023-02150-0 · 2024 · External reference
10.1109/cvpr46437.2021.01508
10.1109/cvpr46437.2021.01508 · External reference
Descriptor: Coastal Aerial Imagery Dataset for Shoreline Segmentation (CAID)
10.1109/ieeedata.2025.3599116 · 2025 · External reference
A Computational Approach to Edge Detection
10.1109/tpami.1986.4767851 · 1986 · External reference
10.1109/cvpr52688.2022.00695
10.1109/cvpr52688.2022.00695 · External reference
10.1109/cvpr52733.2024.00461
10.1109/cvpr52733.2024.00461 · External reference
Unresolved reference
External reference
Language models are few-shot learners
2020 · External reference
10.1186/s12880-015-0068-x
10.1186/s12880-015-0068-x · External reference
Better Bootstrap Confidence Intervals
10.1080/01621459.1987.10478410 · 1987 · External reference
The Proof and Measurement of Association between Two Things
10.2307/1412159 · 1904 · External reference
Score normalization in multimodal biometric systems
10.1016/j.patcog.2005.01.012 · 2005 · External reference
Regression Quantiles
10.2307/1913643 · 1978 · External reference
On the use of Sentinel-2 for coastal habitat mapping and satellite-derived bathymetry estimation using downscaled coastal aerosol band
2019 · External reference
Deep learning in remote sensing applications: A meta-analysis and review
10.1016/j.isprsjprs.2019.04.015 · 2019 · External reference
Unresolved reference
External reference
10.1007/978-3-031-72970-6_3
10.1007/978-3-031-72970-6_3 · External reference
10.1109/cvprw63382.2024.00167
10.1109/cvprw63382.2024.00167 · External reference
Reducing the Hausdorff Distance in Medical Image Segmentation With Convolutional Neural Networks
10.1109/tmi.2019.2930068 · 2020 · External reference
What is a good evaluation measure for semantic segmentation?
2013 · External reference
Metrics reloaded: Recommendations for image analysis validation
10.1038/s41592-023-02150-0 · 2024 · External reference
Segment anything model for medical image analysis: An experimental study
10.1016/j.media.2023.102918 · 2023 · External reference
10.1109/wacv57701.2024.00817
10.1109/wacv57701.2024.00817 · External reference
Underspecification presents challenges for credibility in modern machine learning
2022 · External reference
Unresolved reference
External reference
Experimental study of wave propagation over a vegetated ecological artificial reef
10.1016/j.coastaleng.2026.105038 · 2026 · External reference
Remote sensing and computer vision for marine aquaculture
10.1126/sciadv.adn4944 · 2024 · External reference
Assessment of offshore oil/gas platform status in the northern Gulf of Mexico using multi-source satellite time-series images
10.1016/j.rse.2018.02.003 · 2018 · External reference
Irregular-wave transformation over an open-top artificial reef with low-opening-ratio baffles under variable relative submergence
10.1016/j.oceaneng.2026.126693 · 2026 · External reference
Modeling morphological change in anthropogenically controlled estuaries
10.1016/j.ancene.2017.03.001 · 2017 · External reference
Physics-AI synergized optimization-learning-simulation framework for robust cascade reservoir scheduling under future hydrological uncertainty
10.1029/2025wr042149 · 2026 · External reference
An exploratory study of Sentinel-1 SAR for rapid urban flood mapping on Google Earth Engine
2022 · External reference
Quantifying uncertainties in data and model: A prediction model for extreme rainfall events with application to Beijing subway
10.1016/j.aap.2025.108238 · 2025 · External reference
Deep learning methods for flood mapping: A review of existing applications and future research directions
10.5194/hess-26-4345-2022 · 2022 · External reference
A refined numerical model for assessing low-pressure effects on ski-jump atomization at high-altitude dams
10.1007/s11629-025-9995-3 · 2026 · External reference
Multi-source heterogeneous data-driven interpretable model based on transformer and kolmogorov-arnold networks for streamflow prediction
10.1016/j.eswa.2026.132862 · 2026 · External reference
A novel dual-polarization SAR-based method for high-accuracy 768 km river mapping in steep mountainous regions
2026 · External reference
Accuracy of pan-European coastal flood mapping
10.1111/jfr3.12459 · 2019 · External reference
A probabilistic prediction model based on uncertainty quantification and interpretable deep learning: Application to runoff prediction in the Yellow River mainstream
10.1016/j.jhydrol.2026.136013 · 2026 · External reference
High-resolution mapping of global surface water and its long-term changes
10.1038/nature20584 · 2016 · External reference
Unsupervised hyperspectral image super-resolution via self-supervised modality decoupling
10.1007/s11263-026-02757-8 · 2026 · External reference
10.1016/j.jglr.2026.102940
10.1016/j.jglr.2026.102940 · External reference
Maturity-aware fruit detection in real orchard scenes using super-resolution enhanced YOLOv13n
10.1016/j.aei.2026.105145 · 2026 · External reference
Cloud and cloud shadow screening across Queensland, Australia: An automated method for Landsat TM/ETM+ time series
10.1016/j.rse.2013.02.019 · 2013 · External reference
Pansharpening for thin-cloud contaminated remote sensing images: A unified framework and benchmark dataset
10.1609/aaai.v40i5.37369 · 2026 · External reference
Google Earth Engine: Planetary-scale geospatial analysis for everyone
10.1016/j.rse.2017.06.031 · 2017 · External reference
FAME-Net: Frequency-Adaptive Mixture-of-Experts Network for Robust Infrared Small Target Detection
10.1109/tgrs.2026.3694686 · 2026 · External reference
EarthMarker: A Visual Prompting Multimodal Large Language Model for Remote Sensing
2025 · External reference
Unresolved reference
External reference
10.1109/cvpr52688.2022.00135
10.1109/cvpr52688.2022.00135 · External reference
Cost-effective drone monitoring and evaluating toolkits for stream habitat health: Development and application
10.1007/s10661-025-14814-9 · 2026 · External reference
Benchmarking satellite-derived shoreline mapping algorithms
10.1038/s43247-023-01001-2 · 2023 · External reference
10.3390/app15094771
10.3390/app15094771 · External reference
AsyncFed-SAR: Towards communication-efficient asynchronous federated learning for SAR image target recognition
10.1109/tmc.2026.3688489 · 2026 · External reference
When visual privacy protection meets multimodal large language models
10.1007/s11263-026-02761-y · 2026 · External reference
10.1109/tdsc.2026.3704515
10.1109/tdsc.2026.3704515 · External reference
10.1007/978-3-030-58539-6_11
10.1007/978-3-030-58539-6_11 · ExternalCitation · doi-reference
10.1007/978-3-031-72970-6_3
10.1007/978-3-031-72970-6_3 · ExternalCitation · doi-reference
Cost-effective drone monitoring and evaluating toolkits for stream habitat health: Development and application
10.1007/s10661-025-14814-9 · ExternalCitation · doi-reference
Unsupervised hyperspectral image super-resolution via self-supervised modality decoupling
10.1007/s11263-026-02757-8 · ExternalCitation · doi-reference
When visual privacy protection meets multimodal large language models
10.1007/s11263-026-02761-y · ExternalCitation · doi-reference
A refined numerical model for assessing low-pressure effects on ski-jump atomization at high-altitude dams
10.1007/s11629-025-9995-3 · ExternalCitation · doi-reference
Spatiotemporal Evolution and Determinant Analysis of Energy-Related Carbon Emissions in Jiangsu Province Using Interpretable Machine Learning
10.1007/s12061-026-09908-x · ExternalCitation · doi-reference
Developments in deep learning algorithms for coastline extraction from remote sensing imagery: A systematic review
10.1007/s12145-025-01805-0 · ExternalCitation · doi-reference
Quantifying uncertainties in data and model: A prediction model for extreme rainfall events with application to Beijing subway
10.1016/j.aap.2025.108238 · ExternalCitation · doi-reference
Maturity-aware fruit detection in real orchard scenes using super-resolution enhanced YOLOv13n
10.1016/j.aei.2026.105145 · ExternalCitation · doi-reference
Land–ocean interactions in the coastal zone: Past, present & future
10.1016/j.ancene.2016.01.005 · ExternalCitation · doi-reference
Modeling morphological change in anthropogenically controlled estuaries
10.1016/j.ancene.2017.03.001 · ExternalCitation · doi-reference
Fine-scale mapping of built-environment carbon emissions: A multi-source data fusion and explainable machine learning framework for high-density urban regions
10.1016/j.buildenv.2026.115199 · ExternalCitation · doi-reference
Sub-annual to multi-decadal shoreline variability from publicly available satellite imagery
10.1016/j.coastaleng.2019.04.004 · ExternalCitation · doi-reference
Experimental study of wave propagation over a vegetated ecological artificial reef
10.1016/j.coastaleng.2026.105038 · ExternalCitation · doi-reference
Megacities in the coastal zone: Using a driver-pressure-state-impact-response framework to address complex environmental problems
10.1016/j.ecss.2011.07.011 · ExternalCitation · doi-reference
Multi-source heterogeneous data-driven interpretable model based on transformer and kolmogorov-arnold networks for streamflow prediction
10.1016/j.eswa.2026.132862 · ExternalCitation · doi-reference
Deep learning in remote sensing applications: A meta-analysis and review
10.1016/j.isprsjprs.2019.04.015 · ExternalCitation · doi-reference
A multi-scale assessment for managing coastal geomorphic changes in southwestern Lake Michigan
10.1016/j.jenvman.2025.127878 · ExternalCitation · doi-reference
10.1016/j.jglr.2026.102940
10.1016/j.jglr.2026.102940 · ExternalCitation · doi-reference
A probabilistic prediction model based on uncertainty quantification and interpretable deep learning: Application to runoff prediction in the Yellow River mainstream
10.1016/j.jhydrol.2026.136013 · ExternalCitation · doi-reference
Segment anything model for medical image analysis: An experimental study
10.1016/j.media.2023.102918 · ExternalCitation · doi-reference
Wave climate on the southwestern coast of Lake Michigan: Perspectives from wave directionality
10.1016/j.oceaneng.2025.123306 · ExternalCitation · doi-reference
Irregular-wave transformation over an open-top artificial reef with low-opening-ratio baffles under variable relative submergence
10.1016/j.oceaneng.2026.126693 · ExternalCitation · doi-reference
Analysis and trends of the world’s coastal cities and agglomerations
10.1016/j.ocecoaman.2015.06.004 · ExternalCitation · doi-reference
Score normalization in multimodal biometric systems
10.1016/j.patcog.2005.01.012 · ExternalCitation · doi-reference
Synergistic effects of carbonated water flooding coupled with surfactant for EOR and CO2 storage: Pore-scale mechanisms and influencing factors analysis
10.1016/j.petsci.2026.03.044 · ExternalCitation · doi-reference
Cloud and cloud shadow screening across Queensland, Australia: An automated method for Landsat TM/ETM+ time series
10.1016/j.rse.2013.02.019 · ExternalCitation · doi-reference
Google Earth Engine: Planetary-scale geospatial analysis for everyone
10.1016/j.rse.2017.06.031 · ExternalCitation · doi-reference
Assessment of offshore oil/gas platform status in the northern Gulf of Mexico using multi-source satellite time-series images
10.1016/j.rse.2018.02.003 · ExternalCitation · doi-reference
Physics-AI synergized optimization-learning-simulation framework for robust cascade reservoir scheduling under future hydrological uncertainty
10.1029/2025wr042149 · ExternalCitation · doi-reference
High-resolution mapping of global surface water and its long-term changes
10.1038/nature20584 · ExternalCitation · doi-reference
Metrics reloaded: Recommendations for image analysis validation
10.1038/s41592-023-02150-0 · ExternalCitation · doi-reference
The state of the world’s beaches
10.1038/s41598-018-24630-6 · ExternalCitation · doi-reference
Global long-term observations of coastal erosion and accretion
10.1038/s41598-018-30904-w · ExternalCitation · doi-reference
Benchmarking satellite-derived shoreline mapping algorithms
10.1038/s43247-023-01001-2 · ExternalCitation · doi-reference
The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features
10.1080/01431169608948714 · ExternalCitation · doi-reference
Better Bootstrap Confidence Intervals
10.1080/01621459.1987.10478410 · ExternalCitation · doi-reference
10.1109/cvpr46437.2021.01508
10.1109/cvpr46437.2021.01508 · ExternalCitation · doi-reference
10.1109/cvpr52688.2022.00135
10.1109/cvpr52688.2022.00135 · ExternalCitation · doi-reference
10.1109/cvpr52688.2022.00695
10.1109/cvpr52688.2022.00695 · ExternalCitation · doi-reference
10.1109/cvpr52733.2024.00461
10.1109/cvpr52733.2024.00461 · ExternalCitation · doi-reference
10.1109/cvprw63382.2024.00167
10.1109/cvprw63382.2024.00167 · ExternalCitation · doi-reference
10.1109/iccv48922.2021.01055
10.1109/iccv48922.2021.01055 · ExternalCitation · doi-reference
10.1109/iccv51070.2023.00371
10.1109/iccv51070.2023.00371 · ExternalCitation · doi-reference
10.1109/iccv51070.2023.01101
10.1109/iccv51070.2023.01101 · ExternalCitation · doi-reference
Descriptor: Coastal Aerial Imagery Dataset for Shoreline Segmentation (CAID)
10.1109/ieeedata.2025.3599116 · ExternalCitation · doi-reference
A Deep Learning Method of Water Body Extraction From High Resolution Remote Sensing Images With Multisensors
10.1109/jstars.2021.3060769 · ExternalCitation · doi-reference
Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources
10.1109/mgrs.2017.2762307 · ExternalCitation · doi-reference
Toward a collective agenda on AI for Earth science data analysis
10.1109/mgrs.2020.3043504 · ExternalCitation · doi-reference
10.1109/tdsc.2026.3704515
10.1109/tdsc.2026.3704515 · ExternalCitation · doi-reference
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline
10.1109/tgrs.2021.3064606 · ExternalCitation · doi-reference
FAME-Net: Frequency-Adaptive Mixture-of-Experts Network for Robust Infrared Small Target Detection
10.1109/tgrs.2026.3694686 · ExternalCitation · doi-reference
AsyncFed-SAR: Towards communication-efficient asynchronous federated learning for SAR image target recognition
10.1109/tmc.2026.3688489 · ExternalCitation · doi-reference
Reducing the Hausdorff Distance in Medical Image Segmentation With Convolutional Neural Networks
10.1109/tmi.2019.2930068 · ExternalCitation · doi-reference
A Computational Approach to Edge Detection
10.1109/tpami.1986.4767851 · ExternalCitation · doi-reference
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
10.1109/tpami.2017.2699184 · ExternalCitation · doi-reference
10.1109/wacv57701.2024.00817
10.1109/wacv57701.2024.00817 · ExternalCitation · doi-reference
Human activities and climate variability drive fast-paced change across the world’s estuarine–coastal ecosystems
10.1111/gcb.13059 · ExternalCitation · doi-reference
Accuracy of pan-European coastal flood mapping
10.1111/jfr3.12459 · ExternalCitation · doi-reference
Remote sensing and computer vision for marine aquaculture
10.1126/sciadv.adn4944 · ExternalCitation · doi-reference
10.1186/s12880-015-0068-x
10.1186/s12880-015-0068-x · ExternalCitation · doi-reference
A new framework for collaborative climate governance: Linking consensus building and collective action
10.1332/03055736y2026d000000089 · ExternalCitation · doi-reference
Pansharpening for thin-cloud contaminated remote sensing images: A unified framework and benchmark dataset
10.1609/aaai.v40i5.37369 · ExternalCitation · doi-reference
10.18653/v1/2025.emnlp-main.511
10.18653/v1/2025.emnlp-main.511 · ExternalCitation · doi-reference
The Proof and Measurement of Association between Two Things
10.2307/1412159 · ExternalCitation · doi-reference
Regression Quantiles
10.2307/1913643 · ExternalCitation · doi-reference
10.3390/app15094771
10.3390/app15094771 · ExternalCitation · doi-reference
10.3390/geomatics6010021
10.3390/geomatics6010021 · ExternalCitation · doi-reference
10.3390/ijgi8020075
10.3390/ijgi8020075 · ExternalCitation · doi-reference
10.3390/rs16152795
10.3390/rs16152795 · ExternalCitation · doi-reference
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10.3390/rs18020325 · ExternalCitation · doi-reference
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10.3390/rs18081148 · ExternalCitation · doi-reference
10.3390/rs9060596
10.3390/rs9060596 · ExternalCitation · doi-reference
10.3390/w18151860
10.3390/w18151860 · ExternalCitation · doi-reference
Deep learning methods for flood mapping: A review of existing applications and future research directions
10.5194/hess-26-4345-2022 · ExternalCitation · doi-reference
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10.52202/075280-2688 · ExternalCitation · doi-reference
