Syeda Nyma Ferdous; Jayendra Pandit Ahire; Richard Bergman; Xin Li; Elena Blanc-Betes; Zhou Zhang; Jinxin Wang. 2025-01-08. A Machine Learning Model Using The Snapshot Ensemble Approach For Soil Respiration Prediction In An Experimental Oak Forest. https://www.sciencedirect.com/science/article/pii/S1574954124005338 (AI & Environment Resource Hub; record paper-110; collection snapshot 2026-09-15).
Classification and context
Included in the original Scientific Paper collection. Labels below are metadata based suggestions. They are not verified findings, claims of effectiveness, or endorsements.
A paper listing is not a quality assessment. Peer review and findings require source-level confirmation. Source link reachable · checked 2026-09-15. Source identity and required metadata verified. The import date is not the original date added.
Introduces BoreaRL, a multi-objective reinforcement learning environment for climate-adaptive boreal forest management. Boreal forests store 30-40% of terrestrial carbon, much in climate-vulnerable permafrost soils. The authors show carbon sequestration goals are easier to optimize than permafrost preservation, and that effective policies must balance species composition and density to protect permafrost while maintaining carbon gains.
arXiv
Shared topics: Climate and greenhouse gases; Biodiversity and ecosystems; Agriculture and food
Earth Map is an innovative, free and open-source tool developed by the Food and Agriculture Organization of the United Nations (FAO) in the framework of the FAO - Google partnership. It was created to support countries, research institutes, farmers and members of the general public with internet access to monitor their land in an easy, integrated and multi-temporal manner. It allows everyone to visualize, process and analyze satellite imagery and global datasets on climate, vegetation, fires, biodiversity, geo-social and other topics. Users need no prior knowledge of remote sensing or Geographical Information Systems (GIS).
Food and Agriculture Organization of the United Nations (FAO)free
Shared topics: Climate and greenhouse gases; Biodiversity and ecosystems; Agriculture and food
Dr. Andy Jarvis, Director of the Future of Food at the Bezos Earth Fund, joins Rebecca Meyer from Luminary Labs for a conversation on enhancing sustainable proteins and leveraging AI to amplify its impact.
youtube.com
Shared topics: Climate and greenhouse gases; Biodiversity and ecosystems; Agriculture and food
This study highlights the impact of climate change on water balance in the Upper Bhima River, revealing reduced monsoon precipitation and baseflow sensitivity, with implications for agriculture, biodiversity, and water management.
