There is growing free datasets prepared for hydrologic and water resources modelling worldwide. Already prepared datasets that can be easily imported into our MODELS Datasets can reduce the time spend – SEARCHING, FRUSTRATION of getting the right data the psychological pressure on NOT meeting research deadlines because of lack of “required data”. Processing time spend maybe reduced with global datasets. Increases our chances of obtaining independent datasets for validation our models
Trang 2hydrologic and water resources modelling wide
world-2. Already prepared datasets that can be easily
imported into our MODELS
3. Datasets can reduce the time spend – SEARCHING,
FRUSTRATION of getting the right data & the
psychological pressure on NOT meeting research deadlines because of lack of “required data”
4. Processing time spend maybe reduced with global
datasets
5. Increases our chances of obtaining independent
datasets for validation our models
Trang 31. Field measurements
2. Spatial measurements – using satellite datasets
(L1, L2, L3, L4)
3. Advanced Processed Datasets – combined data
4. Other datasets – socio-economic data, climate
change scenarios
Trang 5 http://www.sage.wisc.edu/riverdata/
Trang 6•Annual average temperature (°C)
•Annual average maximum temperature (°C)
•Annual average minimum temperature (°C)
•Total annual precipitation of rain and / or snow (mm)
•Annual average wind speed (Km/h)
•Total days with rain during the year
•Total days with snow during the year
•Total days with thunderstorm during the year
•Total days with fog during the year
•Total days with tornado or funnel cloud during the year
•Total days with hail during the year
Global data - 1970 – date, vary for different countries
Trang 7 http://www.climatedata.eu/ - average annual climate
characteristics of meteo stations
-climate change grids.
Trang 8technique to measure and calculate vertical
turbulent fluxes within atmospheric boundary layers
Evapotranspiration studies, transpiration,
groundwater studies
Trang 9 http://www.itc.nl/Pub/WRS/WRS-Earth-observation-sites/EOS-Botswana-Kalahari-site.html
: Tower in Bostwana
http://www.itc.nl/Pub/WRS/WRS-Earth-observation-sites/China-Tibetan-plateau-site.html
: Tower in China
http://www.itc.nl/Pub/WRS/WRS-Earth-observation-sites/Netherlands-Lattrop-site.html
: Tower in the Netherlands
Typical measurements: radiation and microclimatic
conditions, sap flow at various species, unsaturated zone moisture and matric potential and water table fluctuation
Trang 10ONLY for AFRICA
Trang 11 http://trmm.gsfc.nasa.gov/
Trang 12 Check out: Real-time Google Earth Global Precipitation Mapper
Trang 13 L1 data – typically raw data - usually not usable
by the general public Needs professional skill and software to understand data
L2, L3 data – processed data and converted into usable public formats
Trang 14 ASTER – land surface fluxes, Digital Elevation Model
GRACE – Water Storage, Gravity variation, Water
balance studies
MODIS – land surface fluxes, derived land surface fluxes
(emissivity, albedo, surface temperature etc)
SPOT /QUICKBIRD– High resolution land surface
mapping, urban planning, 2.5-10M DEM
NOAA/AVHRR – Land surface fluxes
MERIS – high spectral resolution – water quality
assessment
Many others…
Trang 18products
http://www.africover.org/ : Important related
products produced by FAO for Africa
http://glcf.umiacs.umd.edu/ : Important resource
http://glovis.usgs.gov/ : search engine for free
satellite data
http://srtm.csi.cgiar.org/ : Global 90m DEM
Trang 19 http://www.csr.utexas.edu/grace/ : Gravity Recovery and Climate Experiment
Trang 20monitoring of soil moisture – data available now in experimental mode
Trang 21 http://data.worldbank.org/
http://www.fao.org/corp/statistics/en/
Trang 23Thank you!