240 citations
- Max Planck SocietyDE7 papers
- Max Planck Institute for ChemistryDE3 papers
- Universitat de ValènciaES3 papers
- Goethe University FrankfurtDE2 papers
- Leipzig UniversityDE2 papers
- Potsdam Institute for Climate Impact ResearchDE2 papers
- Sorbonne UniversitéFR2 papers
- Blue Marble SpaceUS1 paper
- Blue Marble Space Institute of ScienceUS1 paper
- Boston CollegeUS1 paper
- Brockmann Consult (Germany)DE1 paper
- Carl von Ossietzky Universität OldenburgDE1 paper
5 papers · 1 filter
A Methodology to Derive Global Maps of Leaf Traits Using Remote Sensing and Climate Data
Alvaro Moreno-Martinez, Gustau Camps-Valls, Jens Kattge +19
This paper introduces a modular processing chain to derive global high-resolution maps of leaf traits. In particular, we present global maps at 500 m resolution of specific leaf ar…
Physics-informed GANs for Coastal Flood Visualization
Björn Lütjens, Brandon Leshchinskiy, Christian Requena-Mesa +8
As climate change increases the intensity of natural disasters, society needs better tools for adaptation. Floods, for example, are the most frequent natural disaster, but during h…
A Perspective on Gaussian Processes for Earth Observation
Gustau Camps-Valls, Dino Sejdinovic, Jakob Runge +1
Earth observation (EO) by airborne and satellite remote sensing and in-situ observations play a fundamental role in monitoring our planet. In the last decade, machine learning and…
Empowering the Earth system by technology: Using thermodynamics of the Earth system to illustrate a possible sustainable future of the planet
Axel Kleidon
With the use of the appropriate technology, such as photovoltaics and seawater desalination, humans have the ability to sustainably increase their production of food and energy whi…
What limits photosynthesis? Identifying the thermodynamic constraints of the biosphere within the Earth system
Axel Kleidon
Photosynthesis converts sunlight into the chemical free energy that feeds the Earth's biosphere, yet at levels much lower than what thermodynamics would allow for. I propose here t…