Topical Advisory Panel for section 'Land Innovations – Data and Machine Learning'
- Land Systems and Global Change Section
- Landscape Ecology Section
- Soil-Sediment-Water Systems 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
Department of Forest Economics, Swedish University of Agricultural Sciences, 90183 Umea, Sweden
Interests: land system science; social-ecological systems; ecosystem services; data analytics
Interests: land system science; social-ecological systems; ecosystem services; data analytics
Land Systems and Sustainable Land Management Unit, Geographies of Sustainability Department, Institute of Geography, University of Bern, Hallerstrasse 12, CH-3012 Bern, Switzerland
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: 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
The Department of Geomatics Engineering & Land Management, University of the West Indies, St. Augustine BB11000, Trinidad and Tobago
Interests: remote sensing; land cover mapping; photogrammetry; spatial analysis
Special Issues, Collections and Topics in MDPI journals
Interests: remote sensing; land cover mapping; photogrammetry; spatial analysis
Special Issues, Collections and Topics in MDPI journals
RSPB Centre For Conservation Science, Royal Society for the Protection of Birds, 2 Lochside View, Edinburgh Park, Edinburgh EH11 1TE, UK
Interests: conservation; remote sensing; land cover change; protected areas; key biodiversity areas; species distribution modelling; google earth engine
Interests: conservation; remote sensing; land cover change; protected areas; key biodiversity areas; species distribution modelling; google earth engine
Departamento de Geografía, Universidad de Murcia, Avda. Teniente Flomesta, 5, 30003 Murcia, Spain
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: 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
School of Agriculture, Forest, Food and Environmental Sciences—SAFE, University of Basilicata, Via dell’Ateneo Lucano, n. 10, 85100 Potenza, Italy
Interests: historical cartography; GIS technique; remote sensing; landscape ecology; land cover detection
Special Issues, Collections and Topics in MDPI journals
Interests: historical cartography; GIS technique; remote sensing; landscape ecology; land cover detection
Special Issues, Collections and Topics in MDPI journals
Department of Civil, Environmental and Architectural Engineering-ICEA, University of Padova, 35122 Padova, Italy
Interests: geomatics; digital aerial photogrammetry; digital surface models; deformations monitoring; 3D surveys; land subsidence
Special Issues, Collections and Topics in MDPI journals
Interests: geomatics; digital aerial photogrammetry; digital surface models; deformations monitoring; 3D surveys; land subsidence
Special Issues, Collections and Topics in MDPI journals
Department of Geography, Chicago State University, Chicago, IL 60628, USA
Interests: hydrology; environment; remote sensing; GIS
Interests: hydrology; environment; remote sensing; GIS
Department of Forest Sciences, University of Helsinki, 00014 Helsinki, Finland
Interests: remote sensing; machine learning; deep learning; object-based image analysis; urban mapping; vegetation species detection
Special Issues, Collections and Topics in MDPI journals
Interests: remote sensing; machine learning; deep learning; object-based image analysis; urban mapping; vegetation species detection
Special Issues, Collections and Topics in MDPI journals
DIGITAL – Institute of Information and Communication Technologies, Steyrergasse 17, 8010 Graz, Austria
Interests: remote sensing; energy; spatial analysis; remote sensing applications; remote sensing software; vegetation mapping
Special Issues, Collections and Topics in MDPI journals
Interests: remote sensing; energy; spatial analysis; remote sensing applications; remote sensing software; vegetation mapping
Special Issues, Collections and Topics in MDPI journals
Department of Environmental Sciences, Kangwon National University, Chuncheon-si 24341, Republic of Korea
Interests: remote sensing; phenology; forest ecology
Interests: remote sensing; phenology; forest ecology
Department of Building Sciences and Urban Planning, Urban Design and Regional Planning Unit, University of Alicante, San Vicente de Raspeig, 03690 Alicante, Spain
Interests: urban design; urban data analysis; land uses; built environment; LBSN data
Special Issues, Collections and Topics in MDPI journals
Interests: urban design; urban data analysis; land uses; built environment; LBSN data
Special Issues, Collections and Topics in MDPI journals
Chair of Soil Science, Research Department of Ecology and Ecosystem Management, TUM-School of Life Sciences Weihenstephan, Technical University of Munich, 85354 Freising, Germany
Interests: soil erosion and degradation; GIS; remote sensing; water quality modeling; soil carbon
Special Issues, Collections and Topics in MDPI journals
Interests: soil erosion and degradation; GIS; remote sensing; water quality modeling; soil carbon
Special Issues, Collections and Topics in MDPI journals
Center Innovation and Technology for Development, Technical University Madrid, 28040 Madrid, Spain
Interests: human mobility; big data; artificial intelligence
Special Issues, Collections and Topics in MDPI journals
Interests: human mobility; big data; artificial intelligence
Special Issues, Collections and Topics in MDPI journals
Agriculture Department, Mediterranea University of Reggio Calabria, 89122 Reggio Calabria, Italy
Interests: remote sensing; change detection; spatial analysis; multispectral data analysis; LiDAR data analysis; UAV data analysis; GIS
Special Issues, Collections and Topics in MDPI journals
Interests: remote sensing; change detection; spatial analysis; multispectral data analysis; LiDAR data analysis; UAV data analysis; GIS
Special Issues, Collections and Topics in MDPI journals
CRC-Laboratory in Advanced Geomatics Image Processing, Department of Geodesy and Geomatics Engineering, University of New Brunswick, Fredericton, NB E3B 5A3, Canada
Interests: deep learning; machine learning; object detection; wetland mapping; tree species detection; change detection
Interests: deep learning; machine learning; object detection; wetland mapping; tree species detection; change detection
Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 5, 51006 Tartu, Estonia
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: 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
Department of Geography, Universite Mont Saint Aignan Rouen, 76130 Mont-Saint-Aignan, France
Interests: spatial analysis; human geography; geography agent-based simulation
Interests: spatial analysis; human geography; geography agent-based simulation
Italian Space Agency, 75100 Matera, Italy
Interests: satellite remote sensing; land surface change detection; retrieval of surface and atmospheric parameters; climate; radiative transfer; air quality; global warming and change
Special Issues, Collections and Topics in MDPI journals
Interests: satellite remote sensing; land surface change detection; retrieval of surface and atmospheric parameters; climate; radiative transfer; air quality; global warming and change
Special Issues, Collections and Topics in MDPI journals
Advanced Research Laboratories, Tokyo City University, Tokyo 158-8557, Japan
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: 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)
Dep. Geografia da, Universidade do Porto, Praça de Gomes Teixeira, 4099-002 Porto, Portugal
Interests: physical geography; soil erosion; spatial analysis; mapping; geographic information system; geospatial science; surveying; environment; digital mapping; hydrology
Interests: physical geography; soil erosion; spatial analysis; mapping; geographic information system; geospatial science; surveying; environment; digital mapping; hydrology
1. Department of Electronic Engineering, Hellenic Mediterranean University, 73133 Chania, Greece
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
Special Issues, Collections and Topics in MDPI journals
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
Special Issues, Collections and Topics in MDPI journals
