GeoAI in terrain analysis: Enabling multi-source deep learning and data fusion for natural feature detection

Geomorphology-oriented digital terrain analysis: Progress and perspectives

(2021) Liyang Xiong et al.   Journal of Geographical Sciences

Extracting check dam areas from high‐resolution imagery based on the integration of object‐based image analysis and deep learning

(2021) Sijin Li et al.   LAND DEGRADATION & DEVELOPMENT

Knowledge-Driven GeoAI: Integrating Spatial Knowledge into Multi-Scale Deep Learning for Mars Crater Detection

(2021) Chia-Yu Hsu et al.   Remote Sensing

Deep learning for dune pattern mapping with the AW3D30 global surface model

(2020) Samuel Shumack et al.   EARTH SURFACE PROCESSES AND LANDFORMS

Deep learning-based approach for landform classification from integrated data sources of digital elevation model and imagery

(2020) Sijin Li et al.   GEOMORPHOLOGY

Exploring RGBDepth Fusion for Real-Time Object Detection

(2019) Tanguy Ophoff et al.   SENSORS

Multi-modal deep learning for landform recognition

(2019) Lin Du et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automated terrain feature identification from remote sensing imagery: a deep learning approach

(2018) Wenwen Li et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

A spatio-contextual probabilistic model for extracting linear features in hilly terrains from high-resolution DEM data

(2018) Xiran Zhou et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Selective Search for Object Recognition

(2013) J. R. R. Uijlings et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Geomorphometry and landform mapping: What is a landform?

(2011) Ian S. Evans   GEOMORPHOLOGY

Permafrost carbon-climate feedbacks accelerate global warming

(2011) C. D. Koven et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA