Ryan Engstrom

Mapping Localized Permafrost and Seasonal Freezing with Machine Learning

Pauline Mnev, Kelsey E. Nyland, Ryan Engstrom, Alexander L. Kholodov

Interior Alaska’s rapidly thawing permafrost poses risks to environmental systems and infrastructure, challenging municipal planning. As part of a larger project examining frozen commons, McGrath, Alaska, officials and tribal council members requested a permafrost map. This paper presents ground thermal monitoring (October …

us (code pays fourni par la source)

Co-creating data ecosystems with urban informal communities for justice and transformation

João Porto de Albuquerque, Ángela Abascal, Olubunmi Alugbin, Taiwo Amole et autres

gb, es, Nigéria, us, nl, Kenya (code pays fourni par la source)

Morphological Informality Modelled Dataset in Harare, Zimbabwe

Sebastian Häfner, Qunshan Zhao, Ángela Abascal, Manuella Comerio de Paulo et autres

This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work …

se, gb, nl, us, Kenya, Nigéria (code pays fourni par la source)

Road Access Deprivation Modelled Dataset in Harare, Zimbabwe

Sebastian Häfner, Qunshan Zhao, Bunmi Alugbin, Kehinde Baruwa et autres

This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of road access deprivation are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the …

se, gb, Nigéria, Kenya, us, nl (code pays fourni par la source)

Morphological Informality Modelled Dataset in Harare, Zimbabwe

Sebastian Häfner, Qunshan Zhao, Ángela Abascal, Manuella Comerio de Paulo et autres

This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work …

se, gb, nl, us, Kenya, Nigéria (code pays fourni par la source)

Road Access Deprivation Modelled Dataset in Harare, Zimbabwe

Sebastian Häfner, Qunshan Zhao, Bunmi Alugbin, Kehinde Baruwa et autres

This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of road access deprivation are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the …

se, gb, Nigéria, Kenya, us, nl (code pays fourni par la source)

Morphological Informality Modelled Dataset in Kano, Nigeria

Sebastian Häfner, Qunshan Zhao, Ángela Abascal, Manuella Comerio de Paulo et autres

This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work …

se, gb, nl, us, Kenya, Nigéria (code pays fourni par la source)

Morphological Informality Modelled Dataset in Lagos, Nigeria

Sebastian Häfner, Qunshan Zhao, Ángela Abascal, Manuella Comerio de Paulo et autres

This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work …

se, gb, nl, us, Kenya, Nigéria (code pays fourni par la source)

Morphological Informality Modelled Dataset in Nairobi, Kenya

Sebastian Häfner, Qunshan Zhao, Ángela Abascal, Manuella Comerio de Paulo et autres

This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work …

se, gb, nl, us, Kenya, Nigéria (code pays fourni par la source)

Morphological Informality Modelled Dataset in Nairobi, Kenya

Sebastian Häfner, Qunshan Zhao, Ángela Abascal, Manuella Comerio de Paulo et autres

This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work …

se, gb, nl, us, Kenya, Nigéria (code pays fourni par la source)

Morphological Informality Modelled Dataset in Lagos, Nigeria

Sebastian Häfner, Qunshan Zhao, Ángela Abascal, Manuella Comerio de Paulo et autres

This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work …

se, gb, nl, us, Kenya, Nigéria (code pays fourni par la source)

Morphological Informality Modelled Dataset in Kano, Nigeria

Sebastian Häfner, Qunshan Zhao, Ángela Abascal, Manuella Comerio de Paulo et autres

This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work …

se, gb, nl, us, Kenya, Nigéria (code pays fourni par la source)