Classification of Tropical Deforestation Drivers with Machine Learning and Satellite Image Time Series
Related publications (32)
Graph Chatbot
Chat with Graph Search
Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.
DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.
Reduced Emissions from Deforestation and Forest Degradation (REDD+) is designed to curb the 12%-17% of global greenhouse emissions from forests. Though the mechanism emanated from international UN climate platform, the implementation is realized locally. T ...
Villigen PSI, World Resources Forum, printed by Paul Scherrer Institute2015
Embodied carbon emissions during material extraction, production, transportation, building construction, and demolition are irreversible. The Intergovernmental Panel on Climate Change (IPCC) states that the building sector must be zero carbon by 2050. This ...
The presence of a bias in each image data collection has recently attracted a lot of attention in the computer vision community showing the limits in generalization of any learning method trained on a specific dataset. At the same time, with the rapid deve ...
Given their ability to provide food, raw material and alleviate poverty, oil palm (OP) plantations are driving significant losses of biodiversity-rich tropical forests, fuelling a heated debate on ecosystem degradation and conservation. However, while OP-i ...
The long residence time of carbon in forests and soils means that both the current state and future behavior of the terrestrial biosphere are influenced by past variability in climate and anthropogenic land use. Over the last half-millennium, European terr ...
Environment-friendly lifestyles are becoming more and more popular throughout society. Part of this trend is also connected to the second-hand articles being resold over various Internet platforms. In order to figure out what this could mean in terms of re ...
Overview Climate policy is one of the corner stones of European Union (EU) policy. In 2011, the European Commission has defined a roadmap to low carbon economy in 2050 in which the Commission reconfirmed the EU objective of reducing European greenhouse gas ...
The mitigation of climate change is thought by many to be a significant environmental concern. In order to mitigate the bulk of carbon emissions from the electricity sector, large market penetration of renewable energy technologies is a key research issue. ...
This paper provides orders of magnitude of the importance of CO2 emissions from international transport freight activities under a variety of scenarios regarding trade and climate policies. It is based on a stylized multi-region, multi-sector CGE model tha ...
The present report is a follow-up and update of a previous report of December 2013 to UNEP, “Modeling the impacts of a minimum global carbon price“. The topic is the same, i.e. the “study on a global minimum carbon price that will analyze its potential to ...