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Matougui, Zakaria (2024): Jijel province dataset for wildfire susceptibility assessment [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.973698

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Published: 2024-11-27DOI registered: 2024-11-27

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Abstract:
This dataset comprises multiple geospatial layers used to analyse various environmental factors and their temporal variations. It includes burned areas, elevation, land surface temperature (LST), rainfall, wind speed, and vegetation indices, among other parameters. The data span different periods and spatial resolutions, offering insights into both recent and historical conditions. Burned areas data, with a resolution of 500 m, were sourced from MODIS and cover the years 2001 to 2023. Elevation data, at a 30 m resolution, was derived from ALOS PALSAR and pertains to the period between 2006 and 2011. The LST data, with a 1000 m resolution, also from MODIS, represents mean values from 2000 to 2023. Rainfall measurements, with a 5566 m resolution, are provided by the Climate Hazards Group InfraRed Precipitation with Station Data (CHIPS) and cover the mean period from 2000 to 2023. Wind speed data, with a resolution of 4638.3 m, was obtained from TerraClimate and spans the same mean period as the rainfall data. NDVI measurements, at a 250 m resolution, are from MODIS and cover the years 2000 to 2023. Roads data are from OpenStreetMap, reflecting the year 2019. Landform data, at a 90 m resolution, is derived from Global ALOS Landform (Theobald et al., 2015) for the period 2006 to 2011. Finally, population density data, with a 1000 m resolution, is provided by WorldPop and covers the mean period from 2000 to 2020. This dataset is designed to support studies on environmental changes, land use, and population impacts, providing a comprehensive resource for researchers and policymakers. The data were collected using various remote sensing technologies and sources, ensuring a broad temporal and spatial coverage to enhance the understanding of environmental dynamics.
Keyword(s):
burned area; climate; elevation; Jijel; landform; Land surface temperature; NDVI; population density; rainfall; topography; wildfire; wind speed
Supplement to:
Matougui, Zakaria; Zouidi, Mohamed (2025): A temporal perspective on the reliability of wildfire hazard assessment based on machine learning and remote sensing data. Earth Science Informatics, 18(1), 19, https://doi.org/10.1007/s12145-024-01501-5
Source:
OpenStreetMap [webpage]. https://www.openstreetmap.org/copyright (OpenStreetMap Roads)
Abatzoglou, John T; Dobrowski, Solomon Z; Parks, Sean A; Hegewisch, Katherine C (2018): TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015. Scientific Data, 5(1), 170191, https://doi.org/10.1038/sdata.2017.191 (TerraClimate Wind Speed)
ASF DAAC (2014): PALSAR_Radiometric_Terrain_Corrected_high_res; Includes Material ©JAXA/METI 2007 [dataset]. NASA Alaska Satellite Facility Distributed Active Archive Center, https://doi.org/10.5067/Z97HFCNKR6VA (ALOS PALSAR)
Darin, Edith; Kuépié, Mathias; Bassinga, Hervé; Boo, Gianluca; Tatem, Andrew J (2022): La population vue du ciel : quand l'imagerie satellite vient au secours du recensement. Population, Vol. 77(3), 467-494, https://doi.org/10.3917/popu.2203.0467 (WorldPop Population Density)
Didan, Kamel (2021): MODIS/Terra Vegetation Indices 16-Day L3 Global 250m SIN Grid V061 [dataset]. NASA EOSDIS Land Processes Distributed Active Archive Center, https://doi.org/10.5067/MODIS/MOD13Q1.061 (MODIS NDVI)
Funk, Chris; Peterson, Pete; Landsfeld, Martin; Pedreros, Diego; Verdin, James; Shukla, Shraddhanand; Husak, Gregory; Rowland, James; Harrison, Laura; Hoell, Andrew; Michaelsen, Joel (2015): The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes. Scientific Data, 2(1), 150066, https://doi.org/10.1038/sdata.2015.66 (CHIPS Rainfall)
Giglio, Louis; Justice, Christopher; Boschetti, Luigi; Roy, David (2021): MODIS/Terra+Aqua Burned Area Monthly L3 Global 500m SIN Grid V061 [dataset]. NASA EOSDIS Land Processes Distributed Active Archive Center, https://doi.org/10.5067/MODIS/MCD64A1.061 (MODIS Burned Areas)
Theobald, David M; Harrison-Atlas, Dylan; Monahan, William B; Albano, Christine M (2015): Ecologically-Relevant Maps of Landforms and Physiographic Diversity for Climate Adaptation Planning. PLoS ONE, 10(12), e0143619, https://doi.org/10.1371/journal.pone.0143619 (Global ALOS Landform)
Wan, Zhengming; Hook, Simon; Hulley, Glynn (2021): MODIS/Terra Land Surface Temperature/Emissivity 8-Day L3 Global 1km SIN Grid V061 [dataset]. NASA EOSDIS Land Processes Distributed Active Archive Center, https://doi.org/10.5067/MODIS/MOD11A2.061 (MODIS LST)
Coverage:
Median Latitude: 36.710000 * Median Longitude: 5.950000 * South-bound Latitude: 36.500000 * West-bound Longitude: 5.400000 * North-bound Latitude: 36.920000 * East-bound Longitude: 6.500000
Event(s):
Jijel_wildfire_susceptibility * Latitude Start: 36.500000 * Longitude Start: 5.400000 * Latitude End: 36.920000 * Longitude End: 6.500000 * Method/Device: Multiple investigations (MULT)
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
File contentContentMatougui, Zakaria
Binary ObjectBinaryMatougui, Zakaria
Binary Object (File Size)Binary (Size)BytesMatougui, Zakaria
ResolutionResolutionMatougui, Zakaria
Time coverageCoverageMatougui, Zakaria
Reference/sourceReferenceMatougui, Zakaria
Status:
Curation Level: Basic curation (CurationLevelB)
Size:
64 data points

Data

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Content

Binary

Binary (Size) [Bytes]

Resolution

Coverage

Reference
Slope exposureAspect.tif2.5 MBytes30 m2006 - 2011Derived from DEM
Burned areas dataBurned_areas.zip195.9 kBytes500 m2001 - 2023MODIS Burned Areas: https://doi.org/10.5067/MODIS/MCD64A1.061
Digital elevation modelDEM.tif1.3 MBytes30 m2006 - 2011ALOS PALSAR Elevation: https://doi.org/10.5067/Z97HFCNKR6VA
Landform dataLandforme.tif1.3 MBytes90 m2006 - 2011Global ALOS Landform: https://doi.org/10.1371/journal.pone.0143619
Land surface temperature (LST) data, mean valuesLST.zip1.2 MBytes1000 m2000 - 2023MODIS LST: https://doi.org/10.5067/MODIS/MOD11A2.061
NDVI measurementsNDVI.zip3 MBytes250 m2000 - 2023MODIS NDVI: https://doi.org/10.5067/MODIS/MOD13Q1.061
Population density dataPop.zip275.9 kBytes1000 m2000 - 2020WorldPop Population Density: hub.worldpop.org
Rainfall measurementsRainfall.zip32.6 kBytes5566 m2000 - 2023CHIPS Rainfall: https://doi.org/10.1038/sdata.2015.66
Roads dataRoad_density.tif2.5 MBytes2019OpenStreetMap Roads openstreetmap.org/copyright
Slope angleSlope.tif2.5 MBytes30 m2006 - 2011Derived from DEM
Density of streamsStream_density.tif2.5 MBytes30 m2006 - 2011Derived from DEM
Topographic wetness indexTWI.tif2.5 MBytes30 m2006 - 2011Derived from DEM
Wind speed dataWind_speed.zip24.3 kBytes4638.3 m2000 - 2023TerraClimate Wind Speed: https://doi.org/10.1038/sdata.2017.191