Topical Advisory Panel for section 'Land Innovations – Data and Machine Learning'
- Land Systems and Global Change Section
- Landscape Ecology Section
- Land, Soil and Water Section
- Land Socio-Economic and Political Issues Section
- Urban Contexts and Urban-Rural Interactions Section
- Land–Climate Interactions Section
- Landscape Archaeology Section
- Land, Biodiversity, and Human Wellbeing Section
- Land Environmental and Policy Impact Assessment Section
- Land Innovations – Data and Machine Learning Section
- Land – Observation and Monitoring Section
- Land Planning and Landscape Architecture Section
Please see the section webpage for more information on this section.
Members
Interests: land system science; social-ecological systems; ecosystem services; data analytics
Interests: spatially explicit modelling of land use patterns and processes (peri-urban); land use change impacts on social-ecological systems; integrated cloud-based geospatial computing, machine learning and R; remote sensing and in-situ based land degradation assessment; composite land degradation index, UN land degradation neutrality; modelling vegetation processes, incl. crop conditions, with remote sensing satellite time series; climate variability and climate change impact and adaptation; sustainable use of natural resources in smallholder agro-pastoral systems; GIS education across disciplines and in school
Interests: remote sensing; land cover mapping; photogrammetry; spatial analysis
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Interests: conservation; remote sensing; land cover change; protected areas; key biodiversity areas; species distribution modelling; google earth engine
Interests: remote sensing; land cover classification; GIS; spatial data science; machine learning and deep learning applied to spatial problems; geocomputation; spatial modeling; hydrological modeling; surface hydro-climatology
Interests: historical cartography; GIS technique; remote sensing; landscape ecology; land cover detection
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Interests: geomatics; digital aerial photogrammetry; digital surface models; deformations monitoring; 3D surveys; land subsidence
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Interests: hydrology; environment; remote sensing; GIS
Interests: remote sensing; machine learning; deep learning; object-based image analysis; urban mapping; vegetation species detection
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Interests: remote sensing; energy; spatial analysis; remote sensing applications; remote sensing software; vegetation mapping
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Interests: remote sensing; phenology; forest ecology
Interests: urban design; urban data analysis; land uses; built environment; LBSN data
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Interests: soil erosion and degradation; GIS; remote sensing; water quality modeling; soil carbon
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2. LifeD Laboratory, 28010 Madrid, Spain
Interests: human mobility; big data; artificial intelligence
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Interests: remote sensing; change detection; spatial analysis; multispectral data analysis; LiDAR data analysis; UAV data analysis; GIS
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Interests: deep learning; machine learning; object detection; wetland mapping; tree species detection; change detection
Interests: participatory natural resource governance and related decision-support tools (e.g. stakeholder analysis); qualitative methods (e.g. case studies, semi-structured interviews); literature review methods: systematic reviews and qualitative evidence syntheses
Interests: spatial analysis; human geography; geography agent-based simulation
Interests: satellite remote sensing; land surface change detection; retrieval of surface and atmospheric parameters; climate; radiative transfer; air quality; global warming and change
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Interests: sustainability science; sustainability education; global environmental studies; environmental ethics and education; environmental engineering; natural and human geography; remote sensing and geographic information system; earth science; hydrology; meteorology; ecology (field observation, lab-experiment, numerical modeling); quantum physics; muon science; muon experiment; particle physics; high energy physics; nanoscience; nanotechnology; human science; anthropology; comparative civilization; history of science; history of ideas; metaphysics; thanatology and science of near death experiences; public policy; public philosophy; social science; social decision making; innovation science; epigenetics; brain science and neuroscience; information theory; big data analytics (natural language processing, text mining, data mining, and machine learning algorithms)
Interests: physical geography; soil erosion; spatial analysis; mapping; geographic information system; geospatial science; surveying; environment; digital mapping; hydrology
2. Institute of Physics of the Earth’s Interior & Geohazards, UNESCO Chair on Solid Earth Physics and Geohazards Risk Reduction, Hellenic Mediterranean University Research Center, 73133 Chania, Greece
Interests: remote sensing applications; natural hazards; geophysics; geoinformatics
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