Creative Commons Attribution 4.0

This dataset is licensed under CC-BY 4.0

CC-BY 4.0

Mbeya (Tanzania) - Population Distribution and Density (ESA EO4SD-Urban)

Description: 

The Population Distribution and Density product contains spatial explicit information about population distribution at a certain degree, within the Core Urban Districts of Mbeya. The following eight classes are identified, based on a frequency distribution analysis of the changes that occur: Unchanged Population Distribution; Up to –100% decrease; Up to 200% increase; 201% - 400% increase; 401% - 600% increase; 601% - 800% increase; 801% - 1000% increase; More than 1000% increase. The Population Distribution and Density product is estimated for all objects which belong to the residential...

Type: 
Geospatial

Mbeya (Tanzania) - Land Use/Land Cover Map (ESA EO4SD-Urban)

Description: 

Land Use/Land Cover (LU/LC) information product contains spatial explicit information on different land use and land cover occurring in Larger Urban areas of the City of Mbeya. Larger Urban area LU/LC nomenclature is at an aggregated Level 1 or 2. The input data for the Larger Urban area was Landsat-5 (2004), (2016: Sentinel-2), Quickbird-2 (2004), GeoEye-1 (2017), Worldview-2/3 (2015).

Type: 
Geospatial

Mbeya (Tanzania) - Informal Settlements (ESA EO4SD-Urban)

Description: 

Planned and Unplanned Settlement information product contains spatial explicit information on the two settlement types within the core urban area. The distinction into the two settlement types is restricted to the residential area (LULC class 11), and to commercial areas (LULC class 1211) which also have a residential component. The Planned and Unplanned Settlements and Change dataset is based on Very High Resolution (VHR) satellite imagery (Quickbird-2 (2004)) / (Worldview-2, GeoEye-1 (2015, 2017)) by means of visual interpretation

Type: 
Geospatial

Mbeya (Tanzania) - Urban Green Area classification (ESA EO4SD-Urban)

Description: 

The Urban Green Area information product contains spatial explicit information on green areas located within the Urban Extent (derived from LU/LC product) of the city. Green areas include linear green features such as river alignments, hedges and trees, as well as public parks, private gardens, forested areas, etc. The Urban Green Area dataset is based on Very High Resolution (VHR) satellite imagery (Quickbird-2 (2004) / Worldview-2, GeoEye-1 (2015, 2017)) by means of automated classification processing techniques

Type: 
Geospatial

Mtwara (Tanzania) - Transport Infrastructure (ESA EO4SD-Urban)

Description: 

The Transport Infrastructure information product shows the classification of three road types: Arterial Roads, Collector Roads and Local Roads. The Transport Infrastructure dataset is based on Very High Resolution (VHR) satellite imagery (Quickbird-2 (2008) / Worldview-2: 2017) ) by means of manual classification processing techniques.

Type: 
Geospatial

Mtwara (Tanzania) - Population Distribution and Density (ESA EO4SD-Urban

Description: 

The Population Distribution and Density product contains spatial explicit information about population distribution changes at a certain degree, within the Core City Districts of Mtwara. The Population Distribution and Density product is estimated for all objects which belong to the residential class (LULC class 11), using 5 different data sources: LULC Product, WorldPop data (2005) with a spatial resolution of 100m, official population census data from 2002 and 2012, Soil Sealing layer and Administrative Boundaries.

Type: 
Geospatial

Mtwara (Tanzania) - Land Use/Land Cover Map (ESA EO4SD-Urban)

Description: 

Land Use/Land Cover (LU/LC) information product contains spatial explicit information on different land use and land cover occurring in Larger Urban areas of the City of Mtwara. Larger Urban area LU/LC nomenclature is at an aggregated Level 1 or 2. The input data for the Larger Urban area was Landsat-5 (2005) / Sentinel-2 (2016).

Type: 
Geospatial

Mtwara (Tanzania) - Informal Settlements (ESA EO4SD-Urban)

Description: 

Planned and Unplanned Settlement information product contains spatial explicit information on the two settlement types within the core urban area. The distinction into the two settlement types is restricted to the residential area (LULC class 11), and to commercial areas (LU/LC class 1211), which also have a residential component. The Planned and Unplanned Settlements and Change dataset is based on Very High Resolution (VHR) satellite imagery (Quickbird-2 (2008)) / (2017: Worldview-2) by means of visual interpretation.

Type: 
Geospatial

Mtwara (Tanzania) - Urban Green Area Classification (ESA EO4SD-Urban)

Description: 

The Urban Green Area information product contains spatial explicit information on green areas located within the Urban Extent (derived from LULC product) of the city. Green areas include linear green features such as river alignments, hedges and trees, as well as public parks, private gardens, forested areas, etc. The Urban Green Area dataset is based on Very High Resolution (VHR) satellite imagery (Quickbird-2: 2008) / (Worldview-2: 2017) by means of automated classification processing techniques.

Type: 
Geospatial

Mumbai (India) - Land Use/Land Cover Map (ESA EO4SD-Urban)

Description: 

Land Use/Land Cover (LU/LC) information product contains spatial explicit information on different land use and land cover of the City of Mumbai, with detailed LU/LC nomenclature. The input data for the area was the Very High Resolution (VHR) data of Quickbird (2005) / Pléiades-1A/B (2015). The LU/LC product is the Baseline Product from which various derived products (such as Green Areas and Informal Settlements) are produced.

Type: 
Geospatial

Dodoma (Tanzania) - Transport Infrastructure (ESA EO4SD-Urban)

Description: 

The Transport Infrastructure information products show the classification of three road types: Arterial Roads, Collector Roads and Local Roads. The Transport Infrastructure datasets are based on Very High Resolution (VHR) satellite imagery (Quickbird-2 (2006, 2009) and Pleiades (2016)) by means of manual classification processing techniques.

Type: 
Geospatial

Dodoma (Tanzania) - Population Distribution and Density (ESA EO4SD-Urban)

Description: 

The Population Distribution and Density product contains spatial explicit information about population distribution changes at a certain degree, within the Core Urban Districts of Dodoma. The following eight change classes are identified, based on a frequency distribution analysis of the changes that occur: Unchanged Population Distribution; Up to –100% decrease; Up to 200% increase; 201% - 400% increase; 401% - 600% increase; 601% - 800% increase; 801% - 1000% increase; More than 1000% increase. The Population Distribution and Density (2005 & 2015) products are estimated for all...

Type: 
Geospatial

Mwanza (Tanzania) - Transport Infrastructure (ESA EO4SD-Urban)

Description: 

The Transport Infrastructure information product shows the classification of three road types: Arterial Roads, Collector Roads and Local Roads. The Transport Infrastructure dataset is based on Very High Resolution (VHR) satellite imagery (Quickbird-2 (2005)) / (Pleiades, GeoEye-1 (2015, 2010)) by means of manual classification processing techniques

Type: 
Geospatial

Mwanza (Tanzania) - Population Density and Distribution Map (ESA EO4SD-Urban)

Description: 

The Population Distribution and Density product contains spatial explicit information about population distribution changes at a certain degree, within the Core Urban Districts of Mwanza. The following eight classes are identified, based on a frequency distribution analysis of the changes that occur: Unchanged Population Distribution; Up to –100% decrease; Up to 200% increase; 201% - 400% increase; 401% - 600% increase; 601% - 800% increase; 801% - 1000% increase; More than 1000% increase. The Population Distribution and Density product is estimated for all objects which belong to the...

Type: 
Geospatial

Dodoma (Tanzania) - Land Use/Land Cover Maps (ESA EO4SD-Urban)

Description: 

Land Use/Land Cover (LU/LC) information product contains spatial explicit information on different land use and land cover occurring in Larger Urban areas of the City of Dodoma. The Core area has detailed LU/LC nomenclature that is either at Level 3 or 4 whereas the Larger Urban area LU/LC nomenclature is at an aggregated Level 1 or 2. The input data for the Larger Urban area was Landsat-5 (2005) and Sentinel-2 (2015). The input data for the Core Urban area was the Very High Resolution (VHR) data of Quickbird-2 (2006, 2009) and Pleiades (2016). The LU/LC product is the Baseline Product...

Type: 
Geospatial

Mwanza (Tanzania) - Land Use/Land Cover Map (ESA EO4SD-Urban)

Description: 

Land Use/Land Cover (LU/LC) information product contains spatial explicit information on different land use and land cover occurring in the Larger Urban areas of the City of Mwanza. The Larger Urban area LU/LC nomenclature is at an aggregated Level 1 or 2. The input data for the Larger Urban area was Landsat-5 (2009), Sentinel-2 (2016), Very High Resolution (VHR) data of Quickbird-2 (2005) and Very High Resolution (VHR) data of Pleiades (2015) and GeoEye (2010).

Type: 
Geospatial

Dodoma (Tanzania) - Planned and Unplanned Settlement Areas (ESA EO4SD-Urban)

Description: 

Planned and Unplanned Settlement Information product contains spatial explicit information on the two settlement types within the core urban area. The distinction into two settlement types is restricted to the residential area (LULC class 11), and to commercial areas (LULC class 1211) which also have a residential component. The Planned and Unplanned Settlement and Change dataset is based on Very High Resolution (VHR) satellite imagery (Quickbird-2 (2006, 2009) and Pleiades (2016)) by means of visual interpretation.

Type: 
Geospatial

Mwanza (Tanzania) - Informal Settlement Map (ESA EO4SD-Urban)

Description: 

Informal Settlement product contains spatial explicit information about permanent, increase and decrease of both settlement types in 2005 in the City of Mwanza. The input data for the Core area was the Very High Resolution (VHR) data of Quickbird-2 (2005).

Type: 
Geospatial

Dodoma (Tanzania) - Urban Green Areas (ESA EO4SD-Urban)

Description: 

Urban Green Areas information product contains spatial explicit information on green areas located within the Urban Extent (derived from LULC product) of the city. Green areas include linear green features such as river alignments, hedges and trees, as well as public parks, private gardens, forested areas, etc. Urban Green Areas datasets are based on Very High Resolution (VHR) satellite imagery (Quickbird-2 (2006, 2009) and Pleiades (2016)) by means of automated classification processing techniques.

Type: 
Geospatial

Dhaka (Bangladesh) - Transport Network (ESA EO4SD-Urban)

Description: 

The product over Dhaka (Bangladesh) contains spatial explicit information about the transport network and nodes within the transport network and its typology as identified from Open Street Map and updated by interpretation of VHR satellite imagery. The level of detail for the classification scheme mainly relies on the input data sources.

Type: 
Geospatial

Dhaka (Bangladesh) - Land Use / Land Cover Maps (ESA EO4SD-Urban)

Description: 

Land Use / Land Cover (LULC) information product over Dhaka (Bangladesh) contains spatial explicit information about the different land covers / uses for current (2017) and past (2006) dates. The level of detail for the classification scheme mainly relies on the input data sources. LULC dataset provides detailed information (level-3) over core urban areas covered by very high resolution satellite imagery, and level-1 information over peri-urban areas covered by lower resolution satellite imagery.

Type: 
Geospatial

Dhaka (Bangladesh) - Informal Settlements (ESA EO4SD-Urban)

Description: 

Probable informal settlements over Dhaka (Bangladesh) contains spatial explicit information about position of slums as identified in 2006 & 2010 from ancillary data sources and in 2017 by interpretation of VHR satellite imagery. The level of detail for the classification scheme mainly relies on the input data sources.

Type: 
Geospatial

Dhaka (Bangladesh) - Open and Green Areas (extended) (ESA EO4SD-Urban)

Description: 

The product over Dhaka (Bangladesh) contains spatial explicit information about position of open and green areas (extended) as of 2017 as identified by interpretation of VHR satellite imagery. The level of detail for the classification scheme mainly relies on the input data sources.

Type: 
Geospatial

Mwanza (Tanzania) - Urban Green Areas Map (ESA EO4SD-Urban)

Description: 

The Urban Green Area information product contains spatial explicit information on green areas located within the Urban Extent (derived from LU/LC product) of the city. Green areas include linear green features such as river alignments, hedges and trees, as well as public parks, private gardens, forested areas, etc. The Urban Green Area dataset is based on Very High Resolution (VHR) satellite imagery (Quickbird-2 (2005)) / (Pleiades, GeoEye-1 (2015, 2010)) by means of automated classification processing techniques.

Type: 
Geospatial

Ramadi (Iraq) - Transport network Maps (ESA EO4SD-Urban)

Description: 

The product over Ramadi (Iraq) contains spatial explicit information about the nodes within the transport network and its typology as identified from Open Street Map and updated by interpretation of VHR satellite imagery. The level of detail for the classification scheme mainly relies on the input data sources

Type: 
Geospatial