A high-resolution canopy height model of the Earth

13 April 2022

Konrad Schindler

Papers citing "A high-resolution canopy height model of the Earth"

40 / 40 papers shown

Title
EcoWikiRS: Learning Ecological Representation of Satellite Images from Weak Supervision with Species Observations and Wikipedia Valerie Zermatten J. Castillo-Navarro Pallavi Jain D. Tuia Diego Marcos 57 0 0 28 Apr 2025
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology Elena Plekhanova Damien Robert Johannes Dollinger Emilia Arens Philipp Brun Jan Dirk Wegner Niklaus Zimmermann 19 0 0 25 Apr 2025
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data Benedikt Blumenstiel P. Fraccaro V. Marsocci Johannes Jakubik Stefano Maurogiovanni ... Rocco Sedona Gabriele Cavallaro Thomas Brunschwiler Juan Bernabé-Moreno Nicolas Longépé 25 2 0 15 Apr 2025
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives Yuan Gao Shaobo Xia P. Wang Xiaohuan Xi Sheng Nie Cheng-Xiang Wang 42 0 0 24 Mar 2025
Lossy Neural Compression for Geospatial Analytics: A Review Carlos Gomes Isabelle Wittmann Damien Robert Johannes Jakubik Tim Reichelt ... Romeo Kienzler Rania Briq Sabrina Benassou Michele Lazzarini C. Albrecht 85 2 0 03 Mar 2025
RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings A. Dhakal S. Sastry Subash Khanal Adeel Ahmad Eric Xing Nathan Jacobs 48 0 0 27 Feb 2025
Motion-Coupled Mapping Algorithm for Hybrid Rice Canopy Huaiqu Feng Guoyang Zhao Cheng Liu Yongwei Wang Jun Wang 37 0 0 22 Feb 2025
High Resolution Tree Height Mapping of the Amazon Forest using Planet NICFI Images and LiDAR-Informed U-Net Model F. Wagner Ricardo Dalagnol Griffin Carter Mayumi C. M. Hirye Shivraj Gill ... Sarah R Worden Martin Brandt P. Ciais Stephen C Hagen Sassan Saatchi AI4CE 24 0 0 17 Jan 2025
REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation Xizhe Xue Guoting Wei Hao Chen H. Zhang Feng Lin Chunhua Shen Xiao Xiang Zhu 91 3 0 21 Dec 2024
The unrealized potential of agroforestry for an emissions-intensive agricultural commodity Alexander Becker Jan Dirk Wegner Evans Dawoe Konrad Schindler W. Thompson Christian Bunn R. Garrett Fabio Castro Simon P. Hart W. Blaser-Hart 21 0 0 28 Oct 2024
Spatioformer: A Geo-encoded Transformer for Large-Scale Plant Species Richness Prediction Yiqing Guo K. Mokany S. Levick Jinyan Yang P. Moghadam MDE 33 2 0 25 Oct 2024
A Deep Learning Approach to Estimate Canopy Height and Uncertainty by Integrating Seasonal Optical, SAR and Limited GEDI LiDAR Data over Northern Forests Jose B. Castro Cheryl Rogers Camile Sothe Dominic Cyr Alemu Gonsamo 27 0 0 08 Oct 2024
3D-SAR Tomography and Machine Learning for High-Resolution Tree Height Estimation Grace Colverd Jumpei Takami Laura Schade Karol Bot Joseph A. Gallego-Mejia 22 0 0 09 Sep 2024
Mining Field Data for Tree Species Recognition at Scale Dimitri Gominski Daniel Ortiz-Gonzalo Martin Brandt Maurice Mugabowindekwe Rasmus Fensholt 38 0 0 28 Aug 2024
Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation Daniele Rege Cambrin Isaac Corley Paolo Garza 24 2 0 08 Aug 2024
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps Josh Veitch-Michaelis Andrew Cottam Daniella Schweizer Eben N. Broadbent David Dao Ce Zhang Angélica María Almeyda Zambrano Simeon Max 29 1 0 16 Jul 2024
Tree-D Fusion: Simulation-Ready Tree Dataset from Single Images with Diffusion Priors Jae Joong Lee Bosheng Li Sara Beery Jonathan Huang Songlin Fei Raymond A. Yeh Bedrich Benes 36 5 0 14 Jul 2024
Mapping Land Naturalness from Sentinel-2 using Deep Contextual and Geographical Priors Burak Ekim Michael Schmitt 23 0 0 27 Jun 2024
AGBD: A Global-scale Biomass Dataset Ghjulia Sialelli T. Peters Jan Dirk Wegner Konrad Schindler AI4TS 23 6 0 07 Jun 2024
Estimating Canopy Height at Scale Jan Pauls Max Zimmer Una M. Kelly Martin Schwartz Sassan Saatchi P. Ciais S. Pokutta Martin Brandt Fabian Gieseke 38 6 0 03 Jun 2024
MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning Vishal Nedungadi A. Kariryaa Stefan Oehmcke Serge J. Belongie Christian Igel Nico Lang 35 24 0 04 May 2024
Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring Sizhuo Li Dimitri Gominski Martin Brandt X. Tong P. Ciais 23 0 0 01 May 2024
Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction Geethen Singh Glenn Moncrieff Zander Venter Kerry Cawse-Nicholson Jasper Slingsby Tamara B. Robinson 21 13 0 12 Jan 2024
Multimodal deep learning for mapping forest dominant height by fusing GEDI with earth observation data Man Chen Wenquan Dong Hao Yu Iain Woodhouse Casey M. Ryan Haoyu Liu Selena Georgiou E. Mitchard 11 1 0 20 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 41 5 0 01 Nov 2023
Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks M. Rußwurm Konstantin Klemmer Esther Rolf Robin Zbinden D. Tuia 35 34 0 10 Oct 2023
Accuracy and Consistency of Space-based Vegetation Height Maps for Forest Dynamics in Alpine Terrain Yuchang Jiang Marius Rüetschi Vivien Sainte Fare Garnot M. Marty Konrad Schindler C. Ginzler Jan Dirk Wegner 17 2 0 04 Sep 2023
Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net Model F. Wagner S. Roberts Alison L. Ritz Griffin Carter Ricardo Dalagnol Samuel Favrichon Mayumi C. M. Hirye Martin Brandt Philipe Ciais Sassan Saatchi AI4CE 20 24 0 02 Jun 2023
U-TILISE: A Sequence-to-sequence Model for Cloud Removal in Optical Satellite Time Series Corinne Stucker Vivien Sainte Fare Garnot Konrad Schindler AI4TS 11 12 0 22 May 2023
Artificial intelligence to advance Earth observation: a perspective D. Tuia Konrad Schindler Begum Demir Gustau Camps-Valls Xiao Xiang Zhu ... Mihai Datcu Jorge-Arnulfo Quiané-Ruiz Volker Markl Bertrand Le Saux Rochelle Schneider 23 10 0 15 May 2023
Vision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights Ibrahim Fayad P. Ciais Martin Schwartz J. Wigneron N. Baghdadi ... Alexandre d’Aspremont F. Frappart Sassan Saatchi Agnès Pellissier-Tanon Hassan Bazzi 19 32 0 22 Apr 2023
Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar James M. Tolan Hung-I Yang Ben Nosarzewski Guillaume Couairon Huy Q. Vo ... Piotr Bojanowski T. Johns Brian White T. Tiecke Camille Couprie 17 89 0 14 Apr 2023
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series Patrick Ebel Vivien Sainte Fare Garnot M. Schmitt Jan Dirk Wegner Xiao Xiang Zhu 12 31 0 11 Apr 2023
High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach Martin Schwartz P. Ciais Catherine Ottlé A. D. Truchis C. Véga ... Franccois Morneau David Morin D. Guyon S. Dayau J. Wigneron 16 44 0 20 Dec 2022
Aboveground carbon biomass estimate with Physics-informed deep network J. Nathaniel L. Klein C. Watson Gabrielle Nyirjesy C. Albrecht 19 8 0 25 Oct 2022
Learning Uncertainty with Artificial Neural Networks for Improved Predictive Process Monitoring Hans Weytjens Jochen De Weerdt 19 17 0 13 Jun 2022
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Deep Ensembles Alexander Becker S. Russo Stefano Puliti Nico Lang Konrad Schindler Jan Dirk Wegner 14 40 0 25 Nov 2021
High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR Nico Lang Konrad Schindler Jan Dirk Wegner 27 14 0 15 Jul 2021
Mapping oil palm density at country scale: An active learning approach Andrés C. Rodríguez Stefano Dáronco Konrad Schindler Jan Dirk Wegner 24 40 0 24 May 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016