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Konrad Heidler

technical university of munich

H指数:10

被引数:587

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On the foundations of Earth foundation models

关于地球基础模型的基石

Communications Earth & Environment

IF8.9

2026-01-080

OAAI

Comparison Study: Glacier Calving Front Delineation in Synthetic Aperture Radar Images With Deep Learning

比较研究：基于深度学习的合成孔径雷达图像中冰川崩解前沿的界定

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2026-01-010

OAAI

A Spatio-Temporal Dataset for Satellite-Based Landslide Detection

Scientific Data

IF6.9

2025-11-110

OAAI

Machine Learning for Methane Detection and Quantification From Space: A survey

基于卫星的甲烷检测与量化：机器学习应用综述

IEEE Geoscience and Remote Sensing Magazine

IF16.4

2025-09-250

OA

DARTS: Multi-year database of AI-detected retrogressive thaw slumps in the circum-arctic permafrost region

DARTS：北极圈多年冻土区人工智能检测到的后退式融化滑塌多年度数据库

Scientific Data

IF6.9

2025-08-290

OAAI

Leveraging multi-decadal, multi-modal high-resolution optical imagery towards automated Arctic coastal erosion monitoring with deep learning

利用多十年、多模态的高分辨率光学影像，结合深度学习，实现北极海岸侵蚀的自动化监测

IF3.3

2025-07-190

PRE

Multimodal GNSS-R self-supervised learning as a generalist Earth surface monitor

多模态GNSS-R自监督学习作为通用的地球表面监测方法

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2025-06-210

PREAI

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

基于深度学习的GNSS-R全球植被含水量：数据集、估计与不确定性

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

IF5.3

2025-01-010

OA

A high-resolution calving front data product for marine-terminating glaciers in Svalbard

EARTH SYSTEM SCIENCE DATA

IF11.6

2024-02-202

OA

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

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-010

OA

DDM-Former: Transformer networks for GNSS reflectometry global ocean wind speed estimation

REMOTE SENSING OF ENVIRONMENT

IF11.4

2023-08-0111

OAAI

Self-supervised audiovisual representation learning for remote sensing data

遥感数据的自监督视听表示学习

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2023-02-0120

OAAI

A Deep Active Contour Model for Delineating Glacier Calving Fronts

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-016

OA

Extracting Glacier Calving Fronts by Deep Learning: The Benefit of Multispectral, Topographic, and Textural Input Features

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-018

PRE

HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2022-01-0197

OAAI

Aerial scene understanding in the wild: Multi-scene recognition via prototype-based memory networks

野外航空场景理解: 基于原型记忆网络的多场景识别

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2021-07-019

OAAI