Published May 1, 2022
| Version 1.0
Dataset
Open
FireCube: A Daily Datacube for the Modeling and Analysis of Wildfires in Greece
- 1. National Observatory of Athens, University of Valencia
- 2. National Observatory of Athens
Description
dataset_greece.nc
This dataset is meant to be used to develop models for next-day fire hazard forecasting in Greece. It contains the following variables for the years 2009 to 2021 at a daily 1km x 1km grid.
| Variable | Units | Long Name | Description |
|---|---|---|---|
| avg_d2m | K | Avg 2 metre dewpoint temperature | Daily Average 2 metre dewpoint temperature ERA5-Land |
| avg_rh | % | Avg Relative humidity | Daily Average Relative humidity calculated from t2m and d2m |
| avg_sp | Pa | Avg Surface pressure | Daily Average Surface pressure ERA5-Land |
| avg_t2m | K | Avg 2 metre temperature | Daily Average 2 metre temperature ERA5-Land |
| avg_tp | m | Avg total precipitation | Daily Average Total precipitation ERA5-Land |
| avg_u10 | m/s | Avg 10 metre U wind component | Daily Average 10 metre U wind component ERA5-Land |
| avg_v10 | m/s | Avg 10 metre V wind component | Daily Average 10 metre V wind component ERA5-Land |
| burned_areas | unitless | Rasterized burned polygons | EFFIS (https://effis.jrc.ec.europa.eu/) burned areas burned as raster (value 1). Starting date retrieved with intersection with MODIS active fires |
| et | kg/m^2/8day | 8-day Evapotranspiration | Total Evapotranspiration - MODIS/Terra Net Evapotranspiration 8-Day L4 Global 500 m SIN Grid (MOD16A2) |
| evi | unitless | 16-day EVI | Enhanced vegetation index - MODIS/Terra Vegetation Indices 16-Day L3 Global 1 km SIN Grid (MOD13A2) |
| fapar | % | Fraction of Absorbed Photosynthetically Active Radiation | FPAR - MOD15A2H MODIS/Terra Gridded 500M (8-day composite) |
| fwi | unitless | Fire Weather Index | Fire Weather Index 0.25 deg - https://cds.climate.copernicus.eu/cdsapp#!/dataset/cems-fire-historical?tab=overview |
| ignition_points | unitless | Rasterized ignition points | Ignition points burned as raster (value 1) on the map calculated from intersection of MODIS active fires and EFFIS (https://effis.jrc.ec.europa.eu/) burned areas |
| lai | unitless | Leaf Area Index | Leaf Area Index (LAI) - MOD15A2H MODIS/Terra Gridded 500M Leaf Area Index LAI (8-day composite) |
| lst_day | K | Day Land Surface Temperature | Day Land Surface Temperature (LST) - MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 1 km SIN Grid (MOD11A1) |
| lst_night | K | Night Land Surface Temperature | Night Land Surface Temperature (LST) - MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 1 km SIN Grid (MOD11A1) |
| max_d2m | K | Max 2 metre dewpoint temperature | Daily Maximum 2 metre dewpoint temperature ERA5-Land |
| max_rh | % | Max Relative humidity | Daily Maximum Relative humidity calculated from t2m and d2m |
| max_sp | Pa | Max Surface pressure | Daily Maximum Surface pressure ERA5-Land |
| max_t2m | K | Max 2 metre temperature | Daily Maximum 2 metre temperature ERA5-Land |
| max_tp | m | Max Total precipitation | Daily Maximum Total precipitation ERA5-Land |
| max_u10 | m/s | Max 10 metre U wind component | Daily Maximum 10 metre U wind component ERA5-Land |
| max_v10 | m/s | Max 10 metre V wind component | Daily Maximum 10 metre V wind component ERA5-Land |
| max_wind_direction | degrees | Wind direction of Max Wind | Daily Maximum wind speed direction calculated from the U, V components |
| max_wind_speed | m/s | Max wind speed norm | Daily Maximum wind speed calculated from the U, V components |
| max_wind_u10 | m/s | 10 metre U wind of Max Wind | Daily 10 metre U wind component of Maximum Wind |
| max_wind_v10 | m/s | 10 metre V wind of Max Wind | Daily 10 metre V wind component of Maximum Wind |
| min_d2m | K | Min 2 metre dewpoint temperature | Daily Minimum 2 metre dewpoint temperature ERA5-Land |
| min_rh | % | Min Relative humidity | Daily Minimum Relative humidity calculated from t2m and d2m |
| min_sp | Pa | Min Surface Pressure | Daily Minimum Surface pressure ERA5-Land |
| min_t2m | K | Min 2 metre temperature | Daily Minimum 2 metre temperature ERA5-Land |
| min_tp | m | Min Total precipitation | Daily Minimum Total precipitation ERA5-Land |
| min_u10 | m/s | Min 10 metre U wind component | Daily Minimum 10 metre U wind component ERA5-Land |
| min_v10 | m/s | Min 10 metre V wind component | Daily Minimum 10 metre V wind component ERA5-Land |
| ndvi | unitless | 16-day NDVI | Normalized Difference Vegetation Index - MODIS/Terra Vegetation Indices 16-Day L3 Global 1 km SIN Grid |
| number_of_fires | unitless | Daily number of fires | Daily number of fires |
| smian | unitless | Soil moisture index anomaly | Soil Moisture Index Anomaly 10day, 5km Europe - EDO https://edo.jrc.ec.europa.eu/gdo/php/index.php?id=2112 |
| sminx | unitless | Soil moisture index | Soil Moisture Index 10day, 5km Europe - EDO https://edo.jrc.ec.europa.eu/gdo/php/index.php?id=2112 |
| ASPECT | degrees | Aspect | Aspect calculated from Digital Elevation Model EU-DEM |
| CLC_2006 | unitless | Mode of Corine Land Cover 2006 | Mode of Corine Land Cover 2006 |
| CLC_2006_0 | /100 % | Fraction of lc class 0 (artificial_surfaces) | Fraction of class 0 (artificial surfaces), Corine Class Codes [1, 3, 4, 5, 6, 7, 8, 9 , 10, 11], for every grid cell, based on Corine Land Cover 2006 |
| CLC_2006_1 | /100 % | Fraction of lc class 1 (discontinuous_urban) | Fraction of class 1 (discontinuous_urban), Corine Class Codes [2], for every grid cell, based on Corine Land Cover 2006 |
| CLC_2006_2 | /100 % | Fraction of lc class 2 (arable_land) | Fraction of class 2 (arable_land), Corine Class Codes [12, 13, 14], for every grid cell, based on Corine Land Cover 2006 |
| CLC_2006_3 | /100 % | Fraction of lc class 3 (permanent_crops) | Fraction of class 3 (permanent_crops), Corine Class Codes [15, 16, 17], for every grid cell, based on Corine Land Cover 2006 |
| CLC_2006_4 | /100 % | Fraction of lc class 4 (pastures) | Fraction of class 4 (pastures), Corine Class Codes [18], for every grid cell, based on Corine Land Cover 2006 |
| CLC_2006_5 | /100 % | Fraction of lc class 5 (general_agricultural) | Fraction of class 5 (general_agricultural), Corine Class Codes [19, 20, 21, 22], for every grid cell, based on Corine Land Cover 2006 |
| CLC_2006_6 | /100 % | Fraction of lc class 6 (forest) | Fraction of class 6 (forest), Corine Class Codes [23, 24, 25], for every grid cell, based on Corine Land Cover 2006 |
| CLC_2006_7 | /100 % | Fraction of lc class 7 (misc_vegetation) | Fraction of class 7 (misc_vegetation), Corine Class Codes [26, 27, 28, 29], for every grid cell, based on Corine Land Cover 2006 |
| CLC_2006_8 | /100 % | Fraction of lc class 8 (misc_no_vegetation) | Fraction of class 8 (misc_no_vegetation), Corine Class Codes [30, 31, 32, 33, 34], for every grid cell, based on Corine Land Cover 2006 |
| CLC_2006_9 | /100 % | Fraction of lc class 9 (water) | Fraction of class 9 (water), Corine Class Codes [>=35], for every grid cell, based on Corine Land Cover 2006 |
| CLC_2012 | unitless | Mode of Corine Land Cover 2012 | Mode of Corine Land Cover 2012 |
| CLC_2012_0 | /100 % | Fraction of lc class 0 (artificial_surfaces) | Fraction of class 0 (artificial_surfaces), Corine Class Codes [1, 3, 4, 5, 6, 7, 8, 9 , 10, 11], for every grid cell, based on Corine Land Cover 2012 |
| CLC_2012_1 | /100 % | Fraction of lc class 1 (discontinuous_urban) | Fraction of class 1 (discontinuous_urban), Corine Class Codes [2], for every grid cell, based on Corine Land Cover 2012 |
| CLC_2012_2 | /100 % | Fraction of lc class 2 (arable_land) | Fraction of class 2 (arable_land), Corine Class Codes [12, 13, 14], for every grid cell, based on Corine Land Cover 2012 |
| CLC_2012_3 | /100 % | Fraction of lc class 3 (permanent_crops) | Fraction of class 3 (permanent_crops), Corine Class Codes [15, 16, 17], for every grid cell, based on Corine Land Cover 2012 |
| CLC_2012_4 | /100 % | Fraction of lc class 4 (pastures) | Fraction of class 4 (pastures), Corine Class Codes [18], for every grid cell, based on Corine Land Cover 2012 |
| CLC_2012_5 | /100 % | Fraction of lc class 5 (general_agricultural) | Fraction of class 5 (general_agricultural), Corine Class Codes [19, 20, 21, 22], for every grid cell, based on Corine Land Cover 2012 |
| CLC_2012_6 | /100 % | Fraction of lc class 6 (forest) | Fraction of class 6 (forest), Corine Class Codes [23, 24, 25], for every grid cell, based on Corine Land Cover 2012 |
| CLC_2012_7 | /100 % | Fraction of lc class 7 (misc_vegetation) | Fraction of class 7 (misc_vegetation), Corine Class Codes [26, 27, 28, 29], for every grid cell, based on Corine Land Cover 2012 |
| CLC_2012_8 | /100 % | Fraction of lc class 8 (misc_no_vegetation) | Fraction of class 8 (misc_no_vegetation), Corine Class Codes [30, 31, 32, 33, 34], for every grid cell, based on Corine Land Cover 2012 |
| CLC_2012_9 | /100 % | Fraction of lc class 9 (water) | Fraction of class 9 (water), Corine Class Codes [>=35], for every grid cell, based on Corine Land Cover 2012 |
| CLC_2018 | unitless | Mode of Corine Land Cover 2018 | Mode of Corine Land Cover 2018 |
| CLC_2018_0 | /100 % | Fraction of lc class 0 (artificial_surfaces) | Fraction of class 0 (artificial_surfaces), Corine Class Codes [1, 3, 4, 5, 6, 7, 8, 9 , 10, 11], for every grid cell, based on Corine Land Cover 2018 |
| CLC_2018_1 | /100 % | Fraction of lc class 1 (discontinuous_urban) | Fraction of class 1 (discontinuous_urban), Corine Class Codes [2], for every grid cell, based on Corine Land Cover 2018 |
| CLC_2018_2 | /100 % | Fraction of lc class 2 (arable_land) | Fraction of class 2 (arable_land), Corine Class Codes [12, 13, 14], for every grid cell, based on Corine Land Cover 2018 |
| CLC_2018_3 | /100 % | Fraction of lc class 3 (permanent_crops) | Fraction of class 3 (permanent_crops), Corine Class Codes [15, 16, 17], for every grid cell, based on Corine Land Cover 2018 |
| CLC_2018_4 | /100 % | Fraction of lc class 4 (pastures) | Fraction of class 4 (pastures), Corine Class Codes [18], for every grid cell, based on Corine Land Cover 2018 |
| CLC_2018_5 | /100 % | Fraction of lc class 5 (general_agricultural) | Fraction of class 5 (general_agricultural), Corine Class Codes [19, 20, 21, 22], for every grid cell, based on Corine Land Cover 2018 |
| CLC_2018_6 | /100 % | Fraction of lc class 6 (forest) | Fraction of class 6 (forest), Corine Class Codes [23, 24, 25], for every grid cell, based on Corine Land Cover 2018 |
| CLC_2018_7 | /100 % | Fraction of lc class 7 (misc_vegetation) | Fraction of class 7 (misc_vegetation), Corine Class Codes [26, 27, 28, 29], for every grid cell, based on Corine Land Cover 2018 |
| CLC_2018_8 | /100 % | Fraction of lc class 8 (misc_no_vegetation) | Fraction of class 8 (misc_no_vegetation), Corine Class Codes [30, 31, 32, 33, 34], for every grid cell, based on Corine Land Cover 2018 |
| CLC_2018_9 | /100 % | Fraction of lc class 9 (water) | Fraction of class 9 (water), Corine Class Codes [>=35], for every grid cell, based on Corine Land Cover 2018 |
| DEM | m | Elevation | Averaged Digital Elevation Model EU-DEM |
| POP_DENS_2009 | humans/km^2 | Population density (2009) | Population density for year 2009 from Worldpop |
| POP_DENS_2010 | humans/km^2 | Population density (2010) | Population density for year 2010 from Worldpop |
| POP_DENS_2011 | humans/km^2 | Population density (2011) | Population density for year 2011 from Worldpop |
| POP_DENS_2012 | humans/km^2 | Population density (2012) | Population density for year 2012 from Worldpop |
| POP_DENS_2013 | humans/km^2 | Population density (2013) | Population density for year 2013 from Worldpop |
| POP_DENS_2014 | humans/km^2 | Population density (2014) | Population density for year 2014 from Worldpop |
| POP_DENS_2015 | humans/km^2 | Population density (2015) | Population density for year 2015 from Worldpop |
| POP_DENS_2016 | humans/km^2 | Population density (2016) | Population density for year 2016 from Worldpop |
| POP_DENS_2017 | humans/km^2 | Population density (2017) | Population density for year 2017 from Worldpop |
| POP_DENS_2018 | humans/km^2 | Population density (2018) | Population density for year 2018 from Worldpop |
| POP_DENS_2019 | humans/km^2 | Population density (2019) | Population density for year 2019 from Worldpop |
| POP_DENS_2020 | humans/km^2 | Population density (2020) | Population density for year 2020 from Worldpop |
| POP_DENS_2021 | humans/km^2 | Population density (2021) | Population density for year 2021 from Worldpop |
| ROAD_DISTANCE | meters | Distance from roads | Distance from major roads from Worldpop |
| ROUGHNESS | unitless | Roughness | Roughness calculated from Digital Elevation Model EU-DEM |
| SLOPE | degrees | Slope | Slope calculated from Digital Elevation Model EU-DEM |
| WATERWAY_DISTANCE | meters | Distance from waterways | Distance from major waterways from Worldpop |
temporal_extent : (2009-03-06, 2021-08-29)
spatial_extent : (18.7, 34.3, 28.9, 42.3)
crs : EPSG:4326
license : Creative Commons Attribution v4
creators : Ioannis Prapas, Spyros Kondylatos, Ioannis Papoutsis
contact_person : Ioannis Prapas <iprapas (at) noa.gr>
citation : Ioannis Prapas, Spyros Kondylatos, & Ioannis Papoutsis. (2021). A Datacube for the analysis of wildfires in Greece (0.1) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.4943354
acknowledgements : This work has received funding from the European Union’s Horizon 2020 research and innovation project DeepCube, under grant agreement number 101004188.
title : FireCube: A Daily Datacube for the Modeling and Analysis of Wildfires in Greece
Notes
Check our notebook to see how to access the dataset https://github.com/DeepCube-org/uc3-public-notebooks/blob/main/1_UC3_Datacube_Access_and_Plotting.ipynb .
Files
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