Martin Brandt

According to our database, Martin Brandt authored at least 28 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Mining Field Data for Tree Species Recognition at Scale.

Dimitri Gominski, Daniel Ortiz-Gonzalo, Martin Brandt, Maurice Mugabowindekwe, Rasmus Fensholt

CoRR, 2024

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, Philippe Ciais, Catherine Ottlé, Aurélien de Truchis, Cédric Véga, Ibrahim Fayad, Martin Brandt, Rasmus Fensholt, Nicolas N. Baghdadi, François Morneau, David Morin, Dominique Guyon, Sylvia Dayau, Jean-Pierre Wigneron

Int. J. Appl. Earth Obs. Geoinformation, 2024

Estimating Canopy Height at Scale.

Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring.

Sizhuo Li, Dimitri Gominski, Martin Brandt, Xiaoye Tong, Philippe Ciais

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

FORMS: Forest Multiple Source height, wood volume, and biomass maps in France at 10 to 30 m resolution based on Sentinel-1, Sentinel-2, and GEDI data with a deep learning approach.

Martin Schwartz, Philippe Ciais, Aurélien de Truchis, Chave J., Catherine Ottlé, Cédric Véga, Jean-Pierre Wigneron, M. Nicolas, Sami Jouaber, S. Liu, Martin Brandt, Ibrahim Fayad

Dataset, May, 2023

Benchmarking Individual Tree Mapping with Sub-meter Imagery.

Dimitri Gominski, Ankit Kariryaa, Martin Brandt, Christian Igel, Sizhuo Li, Maurice Mugabowindekwe, Rasmus Fensholt

CoRR, 2023

Mega-cities dominate China's urban greening.

Xiaoxin Zhang, Martin Brandt, Xiaoye Tong, Xiaowei Tong, Wenmin Zhang, Florian Reiner, Sizhuo Li, Feng Tian, Yuemin Yue, Weiqi Zhou, Bin Chen, Xiangming Xiao, Rasmus Fensholt

CoRR, 2023

Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net Model.

Fabien Hubert Wagner, Sophia Roberts, Alison L. Ritz, Griffin Carter, Ricardo Dalagnol, Samuel Favrichon, Mayumi C. M. Hirye, Martin Brandt, Philippe Ciais, Sassan Saatchi

CoRR, 2023

2022

Mapping the Abundance of Multipurpose Agroforestry Faidherbia albida Trees in Senegal.

Tingting Lu, Martin Brandt, Xiaoye Tong, Pierre Hiernaux, Louise Leroux, Babacar Ndao, Rasmus Fensholt

Remote. Sens., 2022

2021

Mapping the Dynamics of Winter Wheat in the North China Plain from Dense Landsat Time Series (1999 to 2019).

Wenmin Zhang, Martin Brandt, Alexander V. Prishchepov, Zhaofu Li, Chunguang Lyu, Rasmus Fensholt

Remote. Sens., 2021

2020

Uncovering Dryland Woody Dynamics Using Optical, Microwave, and Field Data - Prolonged Above-Average Rainfall Paradoxically Contributes to Woody Plant Die-Off in the Western Sahel.

Paulo N. Bernardino, Martin Brandt, Wanda De Keersmaecker, Stéphanie Horion, Rasmus Fensholt, Ilié Storms, Jean-Pierre Wigneron, Jan Verbesselt, Ben Somers

Remote. Sens., 2020

Vegetation Optical Depth Retrieval from AMSR-E/AMSR2 Observations Using L-MEB Inversion.

Mengjia Wang, Jean-Pierre Wigneron, Rui Sun, Philippe Ciais, Martin Brandt, Yi Liu, Frédéric Frappart, Xiaojun Li, Xiangzhuo Liu, Lei Fan, Rasmus Fensholt

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data.

Stefan Oehmcke, Christoffer Thrysøe, Andreas Borgstad, Marcos Antonio Vaz Salles, Martin Brandt, Fabian Gieseke

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

What Drives Online Repurchase Intention? A Replication of the Moderating Role of Perceived Effectiveness of E-Commerce Institutional Mechanisms.

Phil Diegmann, Can Dogan, Martin Brandt, Dirk Basten, Christoph Rosenkranz

AIS Trans. Replication Res., 2018

SMOS-IC: Current Status and Overview of Soil Moisture and VOD Applications.

Jean-Pierre Wigneron, Arnaud Mialon, Gabrielle J. M. De Lannoy, Roberto Fernandez-Moran, Amen Al-Yaari, Mohsen Ebrahimi, Nemesio Rodriguez-Fernandez, Yann H. Kerr, Jan Quets, Thierry Pellarin, Lei Fan, Feng Tian, Rasmus Fensholt, Martin Brandt

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Smos L-Band Vegetation Optical Depth is Highly Sensitive to Aboveground Biomass.

Nemesio J. Rodríguez-Fernández, Arnaud Mialon, Stéphane Mérmoz, Alexandre Bouvet, Philippe Richaume, Ahmad Al Bitar, Amen Al-Yaari, Martin Brandt, Thomas Kaminski, Thuy Le Toan, Yann H. Kerr, Jean-Pierre Wigneron

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

SMOS-IC Vegetation Optical Depth Index in Monitoring Aboveground Carbon Changes in the Tropical Continents During 2010-2016.

Lei Fan, Jean-Pierre Wigneron, Arnaud Mialon, Nemesio J. Rodríguez-Fernández, A. Al-Yaari, Yann Kerr, Martin Brandt, Philippe Ciais

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Improved Characterization of Dryland Degradation Using Trends in Vegetation/ Rainfall Sequential Linear Regression (Sergs-Trend).

Christin Abel, Martin Brandt, Torbern Tagesson, Rasmus Fensholt

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Woody Vegetation Die off and Regeneration in Response to Rainfall Variability in the West African Sahel.

Martin Brandt, Gray Tappan, Abdoul Aziz Diouf, Gora Beye, Cheikh Mbow, Rasmus Fensholt

Remote. Sens., 2017

Quantifying the effectiveness of ecological restoration projects on long-term vegetation dynamics in the karst regions of Southwest China.

Xiaowei Tong, Kelin Wang, Yuemin Yue, Martin Brandt, Bo Liu, Chunhua Zhang, Chujie Liao, Rasmus Fensholt

Int. J. Appl. Earth Obs. Geoinformation, 2017

2016

Assessing Future Vegetation Trends and Restoration Prospects in the Karst Regions of Southwest China.

Xiaowei Tong, Kelin Wang, Martin Brandt, Yuemin Yue, Chujie Liao, Rasmus Fensholt

Remote. Sens., 2016

Do Red Edge and Texture Attributes from High-Resolution Satellite Data Improve Wood Volume Estimation in a Semi-Arid Mountainous Region?

Paul Schumacher, Bunafsha Mislimshoeva, Alexander Brenning, Harald Zandler, Martin Brandt, Cyrus Samimi, Thomas Koellner

Remote. Sens., 2016

Do Agrometeorological Data Improve Optical Satellite-Based Estimations of the Herbaceous Yield in Sahelian Semi-Arid Ecosystems?

Abdoul Aziz Diouf, Pierre Hiernaux, Martin Brandt, Gayane Faye, Bakary Djaby, Mouhamadou Bamba Diop, Jacques André Ndione, Bernard Tychon

Remote. Sens., 2016

2015

What Four Decades of Earth Observation Tell Us about Land Degradation in the Sahel?

Cheikh Mbow, Martin Brandt, Issa Ouedraogo, Jan de Leeuw, Michael T. Marshall

Remote. Sens., 2015

Fodder Biomass Monitoring in Sahelian Rangelands Using Phenological Metrics from FAPAR Time Series.

Abdoul Aziz Diouf, Martin Brandt, Aleixandre Verger, Moussa El Jarroudi, Bakary Djaby, Rasmus Fensholt, Jacques André Ndione, Bernard Tychon

Remote. Sens., 2015

Woody vegetation and land cover changes in the Sahel of Mali (1967-2011).

Raphael Spiekermann, Martin Brandt, Cyrus Samimi

Int. J. Appl. Earth Obs. Geoinformation, 2015

2014

Local Vegetation Trends in the Sahel of Mali and Senegal Using Long Time Series FAPAR Satellite Products and Field Measurement (1982-2010).

Martin Brandt, Aleixandre Verger, Abdoul Aziz Diouf, Frédéric Baret, Cyrus Samimi

Remote. Sens., 2014

2006

Car Backlight Position and Fog Density Bias Observer-Car Distance Estimates and Time-to-Collision Judgments.

Axel Buchner, Martin Brandt, Raoul Bell, Judith Weise

Hum. Factors, 2006