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Pakistan Resource Maps

Wind and solar resource maps and data products for Pakistan using data output in Geographic Information Systems (GIS) format. You can examine the resource data in a geospatial context along with other key information relevant to renewable energy development, such as transportation networks, transmission corridors, existing power facilities, load centers, terrain conditions, and land use.

The high-resolution (1-km) annual wind power maps were developed using a numerical modeling approach along with NREL's empirical validation methodology. The high-resolution (10-km) annual and seasonal solar resource maps were developed using weather satellite data incorporated into a site-time specific solar mapping approach developed at the U.S. State University of New York at Albany. Data products from the wind and solar maps have been output in a GIS format and incorporated into the GsTs. Working within the GsT, the user can also incorporate location-specific data directly into the micropower optimization model, HOMER, to design least-cost hybrid renewable power systems to meet electric-load requirements at the village level.

These products were developed by the U.S. National Renewable Energy Laboratory (NREL) for the U.S. Agency for International Development's (USAID) South Asia Regional Initiative for Energy Cooperation (SARI/E). Access the Bilateral Partnerships page for more on NREL's work with SARI/E.

Please contact Nick Grue for software technical assistance, comments, or suggestions.

You also can visit the Renewable Energy Data Explorer for more information on this and other countries.

Wind Resources


  • Annual maps of satellite-derived wind data (speed, counts, standard deviation, power density, and Weibull k) at 10-m above the surface for the Arabian Sea (PDF 343 KB)
  • Monthly maps of satellite-derived wind speed estimates at 10-m above the surface for the Arabian Sea (PDF 845 KB)
  • Wind Power Density (W/m2) at 50-m Above Ground Level (PDF 1.8 MB)

GIS Data

  • Graphical files of seasonal and diurnal data from surface weather stations (ZIP 26.5 MB)
  • Graphical files of seasonal and diurnal data from PMD (ZIP 30.5 MB)
  • Wind Power Density at 50-m Above Ground Level GIS Data (ZIP 1.4 MB)


  • Wind Resource Assessment Presentation (PDF 3.9 MB)

Solar Resources


  • Map of Meteorological Stations and Elevation (ZIP 242 KB)

Concentrating Solar Power (CSP)

10-km Resolution Annual Maps (Direct)
Low-Res (JPG 92 KB) | High-Res (ZIP 281 KB)

40-km Resolution Annual Maps (Direct)
Low-Res (JPG 156 KB) | High-Res (ZIP 285 KB)

10-km Seasonal Maps (Direct):

40-km Seasonal Maps (Direct):

Photovoltaic (PV)

10-km Resolution Annual Maps:

40-km Resolution Annual Maps:

10-km Seasonal Maps (Latitude tilt):

40-km Seasonal Maps (Latitude tilt):

GIS Data


  • Satellite-Derived Resource Assessment in Afghanistan and Pakistan in support of the USAID South Asia Regional Initiative (PDF 1 MB)

Geospatial Toolkit (GsT)

  • GsT with full (high resolution) data interfaced to HOMER (EXE 34.8 MB)
  • GsT with "lite" data (lower resolution) interfaced to HOMER (EXE 14.6 MB)
  • Read Me File (MS Word 37 KB)