AIMC Topic: Conservation of Natural Resources

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Demi-decadal land use land cover change analysis of Mizoram, India, with topographic correction using machine learning algorithm.

Environmental science and pollution research international Apr 12, 2024
Mizoram (India) is part of UNESCO's biodiversity hotspots in India that is primarily populated by tribes who engage in shifting agriculture. Hence, the land use land cover (LULC) pattern of the state is frequently changing. We have used Landsat 5 and...
Forests Conservation of Natural Resources Agriculture Support Vector Machine Machine Learning Algorithms India
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Illuminating patterns of firefly abundance using citizen science data and machine learning models.

The Science of the total environment Apr 10, 2024
As insect populations decline in many regions, conservation biologists are increasingly tasked with identifying factors that threaten insect species and developing effective strategies for their conservation. One insect group of global conservation c...
Ecosystem Environmental Monitoring Climate Change Machine Learning Animals Citizen Science Conservation of Natural Resources Fireflies
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Evaluation of water resources security in Anhui Province based on GA-BP model.

Environmental science and pollution research international Apr 4, 2024
Water resources security is an important cornerstone of regional sustainable development, but the current evaluation system of water resources security is not scientific, and the measurement of safety level has not been optimized by combining algorit...
Water Supply Water Resources Algorithms China Principal Component Analysis Conservation of Natural Resources Neural Networks, Computer
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A systematic review of robotic efficacy in coral reef monitoring techniques.

Marine pollution bulletin Apr 3, 2024
Coral reefs are home to a variety of species, and their preservation is a popular study area; however, monitoring them is a significant challenge, for which the use of robots offers a promising answer. The purpose of this study is to analyze the curr...
Animals Ecosystem Conservation of Natural Resources Coral Reefs Environmental Monitoring Anthozoa Robotics
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Deep learning models for monitoring landscape changes in a UNESCO Global Geopark.

Journal of environmental management Feb 27, 2024
By identifying Earth heritage sites, UNESCO Global Geoparks (UGGps) have promoted geo-tourism and regional economic prosperity. However, commercial and tourism development has altered the natural contexts of these geoparks, diminishing their initial ...
Urbanization UNESCO Environmental Monitoring Deep Learning Conservation of Natural Resources Agriculture
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Cultivating a sustainable future in the artificial intelligence era: A comprehensive assessment of greenhouse gas emissions and removals in agriculture.

Environmental research Feb 23, 2024
Agriculture is a leading sector in international initiatives to mitigate climate change and promote sustainability. This article exhaustively examines the removals and emissions of greenhouse gases (GHGs) in the agriculture industry. It also investig...
Greenhouse Effect Conservation of Natural Resources Greenhouse Gases Climate Change Sustainable Development Agriculture Environmental Monitoring Artificial Intelligence
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Machine learning predicts which rivers, streams, and wetlands the Clean Water Act regulates.

Science (New York, N.Y.) Jan 25, 2024
We assess which waters the Clean Water Act protects and how Supreme Court and White House rules change this regulation. We train a deep learning model using aerial imagery and geophysical data to predict 150,000 jurisdictional determinations from the...
Drinking Water Conservation of Natural Resources Water Quality Rivers Machine Learning Wetlands Water Pollution
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Sensors for Digital Transformation in Smart Forestry.

Sensors (Basel, Switzerland) Jan 25, 2024
Smart forestry, an innovative approach leveraging artificial intelligence (AI), aims to enhance forest management while minimizing the environmental impact. The efficacy of AI in this domain is contingent upon the availability of extensive, high-qual...
Conservation of Natural Resources Technology Humans Forests Forestry Artificial Intelligence
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Using explainable machine learning methods to evaluate vulnerability and restoration potential of ecosystem state transitions.

Conservation biology : the journal of the Society for Conservation Biology Jan 18, 2024
Ecosystem state transitions can be ecologically devastating or be a restoration success. State transitions are common within aquatic systems worldwide, especially considering human-mediated changes to land use and water use. We created a transferable...
Machine Learning Ecosystem Rivers Conservation of Natural Resources
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Estimation of potential wildfire behavior characteristics to assess wildfire danger in southwest China using deep learning schemes.

Journal of environmental management Jan 5, 2024
Accurate estimation of potential wildfire behavior characteristics (PWBC) can improve wildfire danger assessment. However, wildfire behavior has been estimated by most fire spread models with immeasurable uncertainties and difficulties in large-scale...
Wildfires Deep Learning Conservation of Natural Resources China Reactive Oxygen Species Fires Artificial Intelligence
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