Machine Learning and Citizen Science Approaches for Monitoring the Changing Environment
This dissertation will combine new tools and methodologies to answer pressing questions regarding inundation area and hurricane events in complex, heterogeneous changing environments. In addition to remote sensing approaches, citizen science and machine learning are both emerging fields that harness advancing technology to answer environmental management and disaster response questions.
Code (0)
등록된 구현이 없습니다.
Tasks
Disaster ResponseManagementSimilar Papers 제목 키워드 기반
Bird Distribution Modelling using Remote Sensing and Citizen Science data
Climate change is a major driver of biodiversity loss, changing the geographic range and abundance of many species. However, there remain significant knowledge gaps about the distribution of species, due principally to t…
Exploring Superpixel Segmentation Methods in the Context of Citizen Science and Deforestation Detection
Tropical forests play an essential role in the planet's ecosystem, making the conservation of these biomes a worldwide priority. However, ongoing deforestation and degradation pose a significant threat to their existence…
SegmentationA Double Machine Learning Trend Model for Citizen Science Data
1. Citizen and community-science (CS) datasets have great potential for estimating interannual patterns of population change given the large volumes of data collected globally every year. Yet, the flexible protocols that…
Combining human and machine learning for morphological analysis of galaxy images
The increasing importance of digital sky surveys collecting many millions of galaxy images has reinforced the need for robust methods that can perform morphological analysis of large galaxy image databases. Citizen scien…
BIG-bench Machine LearningMorphological AnalysisThe Exoplanet Citizen Science Pipeline: Human Factors and Machine Learning
We present the progress of work to streamline and simplify the process of exoplanet observation by citizen scientists. International collaborations such as ExoClock and Exoplanet Watch enable citizen scientists to use sm…
Friction