Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …

Carbon dioxide (CO 2) is a odourless and colourless gas which plays a noteworthy role in
the climate and weather changes. Different natural and anthropogenic activities induces CO …

Abstract Changes in terrestrial carbon storage under environmental and land-use changes
remain a critical source of uncertainty in regional and global carbon budgets. We generated …

Chapter 2, building on prior assessments, provides a global assessment of the observed
impacts and projected risks of climate change to terrestrial and freshwater ecosystems …

Abstract NASA's Global Ecosystem Dynamics Investigation (GEDI) is collecting spaceborne
full waveform lidar data with a primary science goal of producing accurate estimates of forest …

Managing forests for climate change mitigation requires action by diverse stakeholders
undertaking different activities with overlap** objectives and spatial impacts. To date …

Constraining the climate crisis requires urgent action to reduce anthropogenic emissions
while simultaneously removing carbon dioxide from the atmosphere. Improved information …

Extensive ecosystem restoration is increasingly seen as being central to conserving
biodiversity and stabilizing the climate of the Earth. Although ambitious national and global …

Climate policy has thus far focused solely on carbon stocks and sequestration to evaluate
the potential of forests to mitigate global warming. These factors are used to assess the …

This study investigates the dynamic nexus between ecological footprint, agriculture value-
added, forest area, non-renewable and renewable energy utilization, and financial …