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#p-zhu

CWZ26

Unified Primitive Proxies for Structured Shape Completion

CVPR 2026

#p-zhu

FSG+26

Multitask Learning for Earth Observation Data Classification With Hybrid Quantum Network

Quantum Machine Intelligence 8.72. Jun. 2026

#p-zhu

LSB+26a

OceanBottle: Sea Surface State Data Assimilation and Downscaling

EGU 2026

#p-zhu

BBA+26a

SpectralEarth-FM: Bringing Hyperspectral Imagery Into Multimodal Earth Observation Pretraining

Preprint (May. 2026)

#p-zhu

CSZ26

Enhancing Monocular Building Height Estimation via Weak Supervision From Imperfect Labels

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 19. Apr. 2026

#p-zhu

LAS+26

OceanTACO: A Multi-Sensor Global Ocean Sea Surface State Dataset

Preprint (Apr. 2026)

#p-zhu

OZK+26

Assessing Cocoa Landuse Change and Exposure to Artisanal and Small-Scale Gold Mining Using Satellite Imagery

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 19. Mar. 2026

#p-zhu

HLZ+26

Spatial-X Fusion for Multi-Source Satellite Imageries

Remote Sensing of Environment 334.115214. Mar. 2026

#p-zhu

MXW+26

GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification

Earth System Science Data 18.2. Feb. 2026

#p-zhu

LPB+26

Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification

IEEE Transactions on Geoscience and Remote Sensing 64.4404615. Feb. 2026

#p-zhu

HZ26

Reverse Degradation for Remote Sensing Pan-Sharpening

International Journal of Applied Earth Observation and Geoinformation 146.105085. Feb. 2026

#p-zhu

FSD+26

Quantum Circuit-Based Learning Models: Bridging Quantum Computing and Machine Learning

Preprint (Feb. 2026)

#p-zhu

LWX+26

EO-VAE: Towards a Multi-Sensor Tokenizer for Earth Observation Data

Preprint (Feb. 2026)

#p-zhu

WHA+26

GEWDiff: Geometric Enhanced Wavelet-Based Diffusion Model for Hyperspectral Image Super-Resolution

AAAI 2026

#p-zhu

XZ26

Towards Unified Vision Language Models for Forest Ecological Analysis in Earth Observation

AI4ES @AAAI 2026

#p-zhu

ZSB+26

Ecological Determinants of Antidepressants Prescriptions in England: Using Machine Learning for Causal Discovery

AI4ES @AAAI 2026

#p-zhu

ZXW+26

On the Foundations of Earth Foundation Models

Communications Earth & Environment 7.3. Jan. 2026

#p-zhu

YXD+26

ChatEarthBench: Benchmarking Multimodal Large Language Models for Earth Observation

IEEE Geoscience and Remote Sensing Magazine 14.2. Jan. 2026

#p-zhu

ZMZ+26

GAIA: A Global, Multimodal, Multiscale Vision–language Dataset for Remote Sensing Image Analysis

IEEE Geoscience and Remote Sensing Magazine 14.2. Jan. 2026

#p-zhu

CWS+26

Reconstructing Building Height From Spaceborne TomoSAR Point Clouds Using a Dual-Topology Network

IEEE Transactions on Geoscience and Remote Sensing 64.4702015. Jan. 2026

#p-zhu

ZLS+26

GlobalBuildingMap — Unveiling the Mystery of Global Buildings

Scientific Data 13.71. Jan. 2026

#p-zhu

HOF+26

A Large-Scale, Multitask, Multisensory Dataset for Climate-Aware Crop Monitoring in the US From 2018–2022

Scientific Data 13.72. Jan. 2026

#p-zhu

ZZG+26

Enhancing the Understanding of Urban Green Space Cooling Effects in China's Major Cities With a Sub-Meter Dataset

Sustainable Cities and Society 136.107051. Jan. 2026

#p-zhu

ZCZ+25

GlobalBuildingAtlas: An Open Global and Complete Dataset of Building Polygons, Heights and LoD1 3D Models

Earth System Science Data 17.12. Dec. 2025

#p-zhu

HSX+25

Height-Assisted Semi-Supervised Building Footprint Extraction From Optical Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing 63. Dec. 2025

#p-zhu

SWD+25

Uncertainty Aware Slum Mapping in 55 Heterogeneous Cities

International Journal of Applied Earth Observation and Geoinformation 145.104979. Dec. 2025

#p-zhu

RZT+25

Unsupervised Detection of Building Destruction During War From Publicly Available Radar Satellite Imagery

PNAS Nexus 4.12. Dec. 2025

#p-zhu

OKS+25

On the Strategy of Exploring Spatio-Temporal Information From Earth Observation Data for Crop Yield Prediction

Smart Agricultural Technology 12.101540. Dec. 2025

#p-zhu

SMD+25a

Quantum Machine Learning for Earth Observation: A Review and Future Prospects

Preprint (Dec. 2025)

#p-zhu

SZ25

Hierarchical Graph Networks for Forecasting Terrestrial Water Storage Anomalies

ML4PS @NeurIPS 2025

#p-zhu

WCZ+25

Learning Generalizable Shape Completion With SIM(3) Equivariance

NeurIPS 2025

#p-zhu

HHB+25

A Spatio-Temporal Dataset for Satellite-Based Landslide Detection

Scientific Data 12.1772. Nov. 2025

#p-zhu

CZ25

TSE-Net: Semi-Supervised Monocular Height Estimation From Single Remote Sensing Images

Preprint (Nov. 2025)

#p-zhu

HXL+25

Hierarchical Semi-Supervised Active Learning for Remote Sensing

Preprint (Nov. 2025)

#p-zhu

LHZ25

LandSegmenter: Towards a Flexible Foundation Model for Land Use and Land Cover Mapping

Preprint (Nov. 2025)

#p-zhu

KBM+25

On the Generalization of Representation Uncertainty in Earth Observation

ICCV 2025

#p-zhu

WXL+25

Towards a Unified Copernicus Foundation Model for Earth Vision

ICCV 2025

#p-cremers #p-zhu

BKZ25a

NLPOR @COLM 2025

#p-zhu

HSZ+25

Human-in-the-Loop: Towards Label Embeddings for Assessing Classification Difficulty

Statistical Modelling 26.3. Oct. 2025

#p-kauermann #p-zhu

XBT+25

Physically Consistent and Uncertainty-Aware Learning of Spatiotemporal Dynamics

Preprint (Oct. 2025)

#p-thuerey #p-zhu

WZ25

Semi-Supervised Learning for Regression Problems in Earth ObservationV

MIGARS 2025

#p-zhu

XZ25

Regression in Earth Observation: Are Vision–language Models Up to the Challenge?

IEEE Geoscience and Remote Sensing Magazine 14.1. Sep. 2025

#p-zhu

ZSZ25

Global Collinearity-Aware Polygonizer for Polygonal Building Mapping in Remote Sensing

IEEE Transactions on Geoscience and Remote Sensing 63. Sep. 2025

#p-zhu

LMG+25

LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation

ISPRS Journal of Photogrammetry and Remote Sensing 227. Sep. 2025

#p-zhu

WSH+25a

RSCLIP for Training-Free Open-Vocabulary Remote Sensing Image Semantic Segmentation

Preprint (Sep. 2025)

#p-zhu

CSB+25

On the Generalizability of Foundation Models for Crop Type Mapping

IGARSS 2025

#p-zhu

HHZ25

Terragon: A Unified Framework for Earth Observation Data Cube Generation

The Journal of Open Source Software 10.114. Aug. 2025

#p-zhu

CWN+25

Parametric Point Cloud Completion for Polygonal Surface Reconstruction

CVPR 2025

#p-zhu

WSW+25a

Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation

EARTHVISION @CVPR 2025

#p-bauer-s #p-zhu

ZAH+25a

CGS: A Triplet Dataset for GNSS-R Vegetation Monitoring

GFZ Data Services. Jun. 2025

#p-zhu

ZAH+25

Deep Learning-Based GNSS-R Global Vegetation Water Content: Dataset, Estimation, and Uncertainty

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Early Access. Jun. 2025

#p-zhu

ZXK+25

Soil Organic Carbon Estimation Using Spaceborne Hyperspectral Composites on a Large Scale

International Journal of Applied Earth Observation and Geoinformation 140. Jun. 2025

#p-zhu

XDS+25

Urban Flood Modeling and Forecasting With Deep Neural Operator and Transfer Learning

Journal of Hydrology 661.133705. Jun. 2025

#p-zhu

ZPX+25

Causal Graph Neural Networks for Robust Wildfire Forecasting Across Geographic Shifts

Preprint (Jun. 2025)

#p-zhu

SHK+25

Can Uncertainty Quantification Benefit From Label Embeddings? a Case Study on Local Climate Zone Classification

IEEE Transactions on Geoscience and Remote Sensing 63. May. 2025

#p-zhu

ZXZ25

RainScaler: A Physics-Inspired Network for Precipitation Correction and Downscaling

IEEE Transactions on Geoscience and Remote Sensing 63.4105318. May. 2025

#p-zhu

WBZ25

Weak-Strong Graph Contrastive Learning Neural Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing 63.5512217. May. 2025

#p-zhu

LMS+25

BANet: A Bilateral Attention Network for Extracting Changed Buildings Between Remote Sensing Imagery and Cadastral Maps

International Journal of Applied Earth Observation and Geoinformation 139.104486. May. 2025

#p-zhu

MGS+25

National-Scale Tree Species Mapping With Deep Learning Reveals Forest Management Insights in Germany

International Journal of Applied Earth Observation and Geoinformation 139.104522. May. 2025

#p-zhu

ZXZ+25

ExEBench: Benchmarking Foundation Models on Extreme Earth Events

Preprint (May. 2025)

#p-zhu

ERS+25

The Complex Connection Between Flood Risk and Malaria Dynamics in Sub-Saharan Africa

EGU 2025

#p-zhu

BKZ25

Generating Synthetic Oracle Datasets to Analyze Noise Impact: A Study on Building Function Classification Using Tweets

ECIR 2025

#p-zhu

LTZ25

Identification of the Potential for Roof Greening Using Remote Sensing and Deep Learning

Cities 159.105782. Apr. 2025

#p-zhu

YXM+25

ChatEarthNet: A Global-Scale Image–text Dataset Empowering Vision–language Geo-Foundation Models

Earth System Science Data 17.3. Mar. 2025

#p-zhu

GHE+25

SHAZAM: Self-Supervised Change Monitoring for Hazard Detection and Mapping

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Early Access. Mar. 2025

#p-zhu

LAW+25

IEEE Transactions on Geoscience and Remote Sensing 63. Mar. 2025

#p-zhu

XSZ+25

FloodCastBench: A Large-Scale Dataset and Foundation Models for Flood Modeling and Forecasting

Scientific Data 12.431. Mar. 2025

#p-zhu

OKH+25

I-WiViG: Interpretable Window Vision GNN

Preprint (Mar. 2025)

#p-zhu

MSZ25

MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification

AAAI 2025

#p-zhu

TDZ25

Global High Categorical Resolution Land Cover Mapping via Weak Supervision

ISPRS Journal of Photogrammetry and Remote Sensing 220. Feb. 2025

#p-zhu

SBZ25

Physics-Aware Machine Learning for Glacier Ice Thickness Estimation: A Case Study for Svalbard

The Cryosphere 19.2. Feb. 2025

#p-zhu

HGS+25

Semi-Supervised Building Footprint Extraction Using Debiased Pseudo-Labels

IEEE Transactions on Geoscience and Remote Sensing 63. Jan. 2025

#p-zhu

FSG+25

Hybrid Quantum Deep Learning With Superpixel Encoding for Earth Observation Data Classification

IEEE Transactions on Neural Networks and Learning Systems 36.6. Jan. 2025

#p-zhu

LHM+25

Pervasive Glacier Retreats Across Svalbard From 1985 to 2023

Nature Communications 16.705. Jan. 2025

#p-zhu

BZ24

Volcanic Deformation Monitoring Utilizing Deep Learning and Wavelet Transform

AGU 2024

#p-zhu

HOF+24

Opening the Black Box: A Systematic Review on Explainable Artificial Intelligence in Remote Sensing

IEEE Geoscience and Remote Sensing Magazine 12.4. Dec. 2024

#p-akata #p-zhu

ZCX+24

Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation

IEEE Geoscience and Remote Sensing Magazine 13.1. Dec. 2024

#p-zhu

CSN+24

PolyGNN: Polyhedron-Based Graph Neural Network for 3D Building Reconstruction From Point Clouds

ISPRS Journal of Photogrammetry and Remote Sensing 218.A. Dec. 2024

#p-zhu

WSW+24

How Certain Are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning

Preprint (Dec. 2024)

#p-zhu

XWC+24

REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation

Preprint (Dec. 2024)

#p-zhu

LKM+24a

Deep Learning-Based Framework for City-Scale Rooftop Solar Potential Estimation by Considering Roof Superstructures

Applied Energy 374.123839. Nov. 2024

#p-zhu

WHA+24

Feature Guided Masked Autoencoder for Self-Supervised Learning in Remote Sensing

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 18. Nov. 2024

#p-zhu

YSD+24

Attention-ConvNet Network for Ocean-Front Prediction via Remote Sensing SST Images

IEEE Transactions on Geoscience and Remote Sensing 62. Nov. 2024

#p-zhu

YZG+24

MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery

IEEE Transactions on Geoscience and Remote Sensing 62. Nov. 2024

#p-zhu

XZW+24a

EarthNets: Empowering Artificial Intelligence for Earth Observation

IEEE Geoscience and Remote Sensing Magazine 13. Oct. 2024

#p-zhu

WAZ24

Multilabel-Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining

IEEE Transactions on Geoscience and Remote Sensing 62. Oct. 2024

#p-zhu

XSB+24

Large-Scale Flood Modeling and Forecasting With FloodCast

Water Research 264. Oct. 2024

#p-zhu

HSX+24

Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization

ECCV 2024

#p-zhu

WAB+24

Decoupling Common and Unique Representations for Multimodal Self-Supervised Learning

ECCV 2024

#p-zhu

HNG+24

PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances in the Arctic

IEEE Transactions on Geoscience and Remote Sensing 62. Aug. 2024

#p-zhu

XSW+24

ISPRS Journal of Photogrammetry and Remote Sensing 214. Aug. 2024

#p-zhu

EKC+24

A Satellite Imagery-Driven Framework for Rapid Resource Allocation in Flood Scenarios to Enhance Loss and Damage Fund Effectiveness

Scientific Reports 14.19290. Aug. 2024

#p-zhu

FSZ24

Land Cover Classification From Sentinel-2 Images With Quantum-Classical Convolutional Neural Networks

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17. Jul. 2024

#p-zhu

XCS+24

Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation

IEEE Transactions on Geoscience and Remote Sensing 62. Jul. 2024

#p-zhu

YZD+24

MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification

IEEE Transactions on Geoscience and Remote Sensing 62. Jul. 2024

#p-zhu

FSZ24a

Urban Land Cover Classification With Efficient Hybrid Quantum Machine Learning Model

CEC 2024

#p-zhu

HOF+24a

Recent Trends Challenges and Limitations of Explainable AI in Remote Sensing

Workshop @CVPR 2024

#p-zhu

OLP+24

Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes

Workshop @CVPR 2024

#p-kilbertus #p-zhu

LAW+24

Task Specific Pretraining With Noisy Labels for Remote Sensing Image Segmentation

IGARSS 2024

#p-zhu

YMH+24a

Referring Image Segmentation for Remote Sensing Data

IGARSS 2024

#p-zhu

ZWZ+24

Deep-Learning-Based Large-Scale Forest Height Generation

IGARSS 2024

#p-zhu

LWH+24

Vision-Language Models in Remote Sensing: Current Progress and Future Trends

IEEE Geoscience and Remote Sensing Magazine 12.2. Jun. 2024

#p-zhu

GHL+24

Continent-Wide Urban Tree Canopy Fine-Scale Mapping and Coverage Assessment in South America With High-Resolution Satellite Images

ISPRS Journal of Photogrammetry and Remote Sensing 212. Jun. 2024

#p-zhu

HSX+24a

Decouple and Weight Semi-Supervised Semantic Segmentation of Remote Sensing Images

ISPRS Journal of Photogrammetry and Remote Sensing 212. Jun. 2024

#p-zhu

LAW+24a

ML4RS @ICLR 2024

#p-zhu

ZPK+24

Causal Graph Neural Networks for Wildfire Danger Prediction

ML4RS @ICLR 2024

#p-zhu

HKZ+24

Human-in-the-Loop: Towards Label Embeddings for Measuring Classification Difficulty

Preprint (May. 2024)

#p-zhu

ZXW+24

On the Foundations of Earth and Climate Foundation Models

Preprint (May. 2024)

#p-zhu

ECR+24

Rapid Unsupervised Economic Assessment of Urban Flood Damage Using SAR Images

EGU 2024

#p-zhu

MSZ24

A Spectral-Spatial-Temporal Attention Network for Tree Species Mapping Using DESIS Hyperspectral Imagery

EGU 2024

#p-zhu

KJZ24

Can Land Cover Classification Models Benefit From Distance-Aware Architectures?

IEEE Geoscience and Remote Sensing Magazine 21. Apr. 2024

#p-zhu

QWJ+24

HyperLISTA-ABT: An Ultralight Unfolded Network for Accurate Multicomponent Differential Tomographic SAR Inversion

IEEE Transactions on Geoscience and Remote Sensing 62. Apr. 2024

#p-zhu

DKO+24

Interpretable Deep Learning for Consistent Large-Scale Urban Population Estimation Using Earth Observation Data

International Journal of Applied Earth Observation and Geoinformation 128. Apr. 2024

#p-zhu

GHZ24

High-Resolution Satellite Images Reveal the Prevalent Positive Indirect Impact of Urbanization on Urban Tree Canopy Coverage in South America

Landscape and Urban Planning 247. Apr. 2024

#p-zhu

MGS+24a

Nationwide Tree Species Mapping in Germany With Forestformer: Assessing Forest Resilience and Unveiling Distribution Patterns

Preprint (Apr. 2024)

#p-zhu

XZW+24

EarthNets: Empowering AI in Earth Observation

Preprint (Apr. 2024)

#p-zhu

LMS+24

A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes

IEEE Transactions on Geoscience and Remote Sensing 62. Mar. 2024

#p-zhu

YMH+24

RRSIS: Referring Remote Sensing Image Segmentation

IEEE Transactions on Geoscience and Remote Sensing 62. Mar. 2024

#p-zhu

XWZ+24

Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation

Preprint (Mar. 2024)

#p-zhu

LHM+24

A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard

Earth System Science Data 16.2. Feb. 2024

#p-zhu

XYZ+24

Multimodal Co-Learning for Building Change Detection: A Domain Adaptation Framework Using VHR Images and Digital Surface Models

IEEE Transactions on Geoscience and Remote Sensing 62. Feb. 2024

#p-zhu

ZSX+24

Few-Shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects

IEEE Transactions on Geoscience and Remote Sensing 62. Jan. 2024

#p-zhu

SOJ+23

MedSat: A Public Health Dataset for England Featuring Medical Prescriptions and Satellite Imagery

NeurIPS 2023

#p-zhu

XSE+23

Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark

IEEE Transactions on Geoscience and Remote Sensing 62. Dec. 2023

#p-zhu

FSG+23

Hybrid Quantum-Classical Convolutional Neural Network Model for Image Classification

IEEE Transactions on Neural Networks and Learning Systems 35.12. Dec. 2023

#p-zhu

BAM+23

Deep Learning for Subtle Volcanic Deformation Detection With InSAR Data in Central Volcanic Zone

IEEE Transactions on Geoscience and Remote Sensing 61. Oct. 2023

#p-zhu

CSX+23

HTC-DC Net: Monocular Height Estimation From Single Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing 61. Oct. 2023

#p-zhu

ZSS+23

Adaptive Morphology Filter: A Lightweight Module for Deep Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing 61. Oct. 2023

#p-zhu

XSB+23

Physics-Aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-Based Hydrology

Preprint (Oct. 2023)

#p-zhu

ORO+22

Exploring Self-Attention for Crop-Type Classification Explainability

Preprint (Oct. 2022)

#p-zhu

2018-12-10 - Last modified: 2018-12-10

#p-zhu

Unified Primitive Proxies for Structured Shape Completion

Multitask Learning for Earth Observation Data Classification With Hybrid Quantum Network

OceanBottle: Sea Surface State Data Assimilation and Downscaling

SpectralEarth-FM: Bringing Hyperspectral Imagery Into Multimodal Earth Observation Pretraining

Enhancing Monocular Building Height Estimation via Weak Supervision From Imperfect Labels

OceanTACO: A Multi-Sensor Global Ocean Sea Surface State Dataset

Assessing Cocoa Landuse Change and Exposure to Artisanal and Small-Scale Gold Mining Using Satellite Imagery

Spatial-X Fusion for Multi-Source Satellite Imageries

GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification

Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification

Reverse Degradation for Remote Sensing Pan-Sharpening

Quantum Circuit-Based Learning Models: Bridging Quantum Computing and Machine Learning

EO-VAE: Towards a Multi-Sensor Tokenizer for Earth Observation Data

GEWDiff: Geometric Enhanced Wavelet-Based Diffusion Model for Hyperspectral Image Super-Resolution

Towards Unified Vision Language Models for Forest Ecological Analysis in Earth Observation

Ecological Determinants of Antidepressants Prescriptions in England: Using Machine Learning for Causal Discovery

On the Foundations of Earth Foundation Models

ChatEarthBench: Benchmarking Multimodal Large Language Models for Earth Observation

GAIA: A Global, Multimodal, Multiscale Vision–language Dataset for Remote Sensing Image Analysis

Reconstructing Building Height From Spaceborne TomoSAR Point Clouds Using a Dual-Topology Network

GlobalBuildingMap — Unveiling the Mystery of Global Buildings

A Large-Scale, Multitask, Multisensory Dataset for Climate-Aware Crop Monitoring in the US From 2018–2022

Enhancing the Understanding of Urban Green Space Cooling Effects in China's Major Cities With a Sub-Meter Dataset

GlobalBuildingAtlas: An Open Global and Complete Dataset of Building Polygons, Heights and LoD1 3D Models

Height-Assisted Semi-Supervised Building Footprint Extraction From Optical Remote Sensing Images

Uncertainty Aware Slum Mapping in 55 Heterogeneous Cities

Unsupervised Detection of Building Destruction During War From Publicly Available Radar Satellite Imagery

On the Strategy of Exploring Spatio-Temporal Information From Earth Observation Data for Crop Yield Prediction

Quantum Machine Learning for Earth Observation: A Review and Future Prospects

Hierarchical Graph Networks for Forecasting Terrestrial Water Storage Anomalies

Learning Generalizable Shape Completion With SIM(3) Equivariance

A Spatio-Temporal Dataset for Satellite-Based Landslide Detection

TSE-Net: Semi-Supervised Monocular Height Estimation From Single Remote Sensing Images

Hierarchical Semi-Supervised Active Learning for Remote Sensing

LandSegmenter: Towards a Flexible Foundation Model for Land Use and Land Cover Mapping

On the Generalization of Representation Uncertainty in Earth Observation

Towards a Unified Copernicus Foundation Model for Earth Vision

Multi-Instance Learning for Social Media- Based Spatiotemporal Public Opinion Analysis

Human-in-the-Loop: Towards Label Embeddings for Assessing Classification Difficulty

Physically Consistent and Uncertainty-Aware Learning of Spatiotemporal Dynamics

Semi-Supervised Learning for Regression Problems in Earth ObservationV

Regression in Earth Observation: Are Vision–language Models Up to the Challenge?

Global Collinearity-Aware Polygonizer for Polygonal Building Mapping in Remote Sensing

LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation

RSCLIP for Training-Free Open-Vocabulary Remote Sensing Image Semantic Segmentation

On the Generalizability of Foundation Models for Crop Type Mapping

Terragon: A Unified Framework for Earth Observation Data Cube Generation

Parametric Point Cloud Completion for Polygonal Surface Reconstruction

Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation

CGS: A Triplet Dataset for GNSS-R Vegetation Monitoring

Deep Learning-Based GNSS-R Global Vegetation Water Content: Dataset, Estimation, and Uncertainty

Soil Organic Carbon Estimation Using Spaceborne Hyperspectral Composites on a Large Scale

Urban Flood Modeling and Forecasting With Deep Neural Operator and Transfer Learning

Causal Graph Neural Networks for Robust Wildfire Forecasting Across Geographic Shifts

Can Uncertainty Quantification Benefit From Label Embeddings? a Case Study on Local Climate Zone Classification

RainScaler: A Physics-Inspired Network for Precipitation Correction and Downscaling

Weak-Strong Graph Contrastive Learning Neural Network for Hyperspectral Image Classification

BANet: A Bilateral Attention Network for Extracting Changed Buildings Between Remote Sensing Imagery and Cadastral Maps

National-Scale Tree Species Mapping With Deep Learning Reveals Forest Management Insights in Germany

ExEBench: Benchmarking Foundation Models on Extreme Earth Events

The Complex Connection Between Flood Risk and Malaria Dynamics in Sub-Saharan Africa

Generating Synthetic Oracle Datasets to Analyze Noise Impact: A Study on Building Function Classification Using Tweets

Identification of the Potential for Roof Greening Using Remote Sensing and Deep Learning

ChatEarthNet: A Global-Scale Image–text Dataset Empowering Vision–language Geo-Foundation Models

SHAZAM: Self-Supervised Change Monitoring for Hazard Detection and Mapping

CromSS: Cross-Modal Pretraining With Noisy Labels for Remote Sensing Image Segmentation

FloodCastBench: A Large-Scale Dataset and Foundation Models for Flood Modeling and Forecasting

I-WiViG: Interpretable Window Vision GNN

MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification

Global High Categorical Resolution Land Cover Mapping via Weak Supervision

Physics-Aware Machine Learning for Glacier Ice Thickness Estimation: A Case Study for Svalbard

Semi-Supervised Building Footprint Extraction Using Debiased Pseudo-Labels

Hybrid Quantum Deep Learning With Superpixel Encoding for Earth Observation Data Classification

Pervasive Glacier Retreats Across Svalbard From 1985 to 2023

Volcanic Deformation Monitoring Utilizing Deep Learning and Wavelet Transform

Opening the Black Box: A Systematic Review on Explainable Artificial Intelligence in Remote Sensing

Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation

PolyGNN: Polyhedron-Based Graph Neural Network for 3D Building Reconstruction From Point Clouds

How Certain Are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning