DATA Beta

The data included in this spreadsheet were downloaded from the World Resource Institute's Rights to Resources interactive map. The Rights to Resources interactive map presents the results of a legal review of national laws in sub-Saharan Africa in their treatment of local-use rights to natural...

This data was used in Map 1.3 in Nature's Benefits in Kenya: An Atlas of Ecosystems and Human Well-Being. Original data are downloadable at www.africover.org.

Data used in map 2 of "Mapping a Better Future: How Spatial Analysis Can Benefit Wetlands and Reduce Poverty in Uganda." from Wetlands Management Department, Ministry of Water and Environment, Uganda; Uganda Bureau of Statistics; International Livestock Research Institute; and World Resources...

This data was used in Map 3.14 and Map 3.15 in Nature's Benefits in Kenya: An Atlas of Ecosystems and Human Well-Being. Original data are downloadable at www.africover.org.

The dataset comprises eleven series of land use/land cover (LULC) maps, each corresponding to one city in India—Ahmedabad, Belgaum, Hindupur, Hyderabad, Jalna, Kanpur, Parbhani, Pune, Singrauli, Sitapur, or Vijayawada—and containing one map per year for 2015–2018. Every map contains several...

Used in Map 5.4 of Nature's Benefits in Kenya: An Atlas of Ecosystems and Human Well-Being.Original data are downloadable at www.africover.org.

World Agroforestry Center (ICRAF) and Department of Resource Surveys and Remote Sensing (DRSRS), Ministry of Environment and Natural Resources. 2001. GIS Database of Land Use and Land Cover for Kenya's Medium to High Potential Districts. DRSRS interpretation of 5,747 aerial photographs from...

World Agroforestry Center (ICRAF) and Department of Resource Surveys and Remote Sensing (DRSRS), Ministry of Environment and Natural Resources. 2001. GIS Database of Land Use and Land Cover for Kenya's Medium to High Potential Districts. DRSRS interpretation of 5,747 aerial photographs from...

WRI/ILRI calculation based on animal data from DRSRS 2003; Grunblatt et al. 1995, 1996; and daily water requirements for selected species from MoWD and JICA 1992, Peden at al. 2003, 2004. This data was used in Map 3.13 in Nature's Benefits in Kenya: An Atlas of Ecosystems and Human Well-Being.

This data was used in Map 7.6 and Map 7.7 in Nature's Benefits in Kenya: An Atlas of Ecosystems and Human Well-Being. Values of zero for both fields pertain to croplands and urban areas, and should be displayed as ""not applicable."" Note: All areas classified as 'natural and semi-natural' in...

To address the absence of comparable city-level water data, this dataset compiles data from 15 global South cities located in sub-Saharan Africa, South Asia, and Latin America and among the regions that are the focus of the World Resources Report (WRR) "Towards a More Equal City". The 15 cities...

The COFI database includes power-generation projects in Belt and Road Initiative (BRI) countries financed by Chinese corporations and banks that reached financial closure from 2000 to 2023. Types of financing include debt and equity investment, with the latter including greenfield foreign direct...

This dataset contains a breakdown of developed countries individual public contributions in public climate finance towards the $100 billion commitment between 2013-2018. This dataset was used in WRI’s technical note ‘A Breakdown of Developed Countries’ Public Climate Finance Contributions Towards...

This data was used in Map 7.3 in Nature's Benefits in Kenya: An Atlas of Ecosystems and Human Well-Being. These data combine detailed crop information from 5,747 aerial photos for a growing season in 1997, each providing a sample point of detailed crop information. These samples were averaged...

The Vegetation Continuous Fields (VCF) collection contains proportional estimates for vegetative cover types: woody vegetation, herbaceous vegetation, and bare ground. The product is derived from all seven bands of the MODerate-resolution Imaging Spectroradiometer (MODIS) sensor onboard NASA's...

This data maps opportunities for Climate Vulnerable Forum countries to enhance their Nationally Determined Contribution by 2020.

The dataset results from WRI's calculation based on 1. NATIONAL FOREST AUTHORITY (NFA). 1996. Land Cover GIS Database. Kampala, Uganda: Government of Uganda. 2. KARANJA, F., L. EMERTON, J. MAFUMBO, AND W. KAKURU. 2001. Assessment of the Economic Value of Pallisa District Wetlands. Kampala,...

The dataset results from WRI's calculation based on: 1. NATIONAL FOREST AUTHORITY (NFA). 1996. Land Cover GIS Database. Kampala, Uganda: Government of Uganda, NFA. 2. UGANDA BUREAU OF STATISTICS (UBOS). 2002b. 2002 Uganda Population and Housing Census GIS Database. Kampala, Uganda:...

Awareness around the physical, regulatory, and reputational water risks to companies and their investors is on the rise and robust, comparable and comprehensive data is needed to help assess these water-related risks. In response to this demand, the World Resources Institute developed the...

The Fire Information for Resource Management System (FIRMS) delivers global MODIS-derived hotspots and fire locations. The active fire locations represent the center of a 1-kilometer pixel that is flagged by the MOD14/MYD14 Fire and Thermal Anomalies Algorithm as containing one or more fires...