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  • title: Aquaculture Mapping: Detecting and Classifying Aquaculture Ponds using Deep Learning
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            Aquaculture Mapping: Detecting and Classifying Aquaculture Ponds using Deep Learning
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            Aquaculture Mapping: Detecting and Classifying Aquaculture Ponds using Deep Learning

            Dec 15, 2023

            Speakers

            JC

            Joshua Cortez

            Speaker · 0 followers

            JCN

            John Christian Nacpil

            Speaker · 0 followers

            About

            Mapping aquaculture ponds is critical for restoration, conservation, and climate adaptation efforts. Aquaculture can contribute to high levels of water pollution from untreated effluent and negatively impact coastal ecosystems. Large-scale aquaculture is also a significant driver in mangrove deforestation, thus reducing the world’s carbon sinks and exacerbating the effects of climate change. However, finding and mapping these ponds on the ground can be highly labor and time-intensive. Most exist…

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            NeurIPS 2023

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