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2019 GCoM Dataset_CDP
| Row number | Account Number | Account Name | Regions | Country | Parent Section | Section | Question Number | Question Name | Column Number | Column Name | Row Number | Row Name | Response Answer | Comments | File Name |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 263651 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 3 | Migration from rural areas to cities | |||
| 263652 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 3 | Loss of traditional jobs | |||
| 263653 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Future change in frequency | 3 | Decreasing | |||
| 263654 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Future change in intensity | 3 | Decreasing | |||
| 263655 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 8 | When do you first expect to experience those changes? | 3 | Short-term (by 2025) | |||
| 263656 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 3 | Public health | |||
| 263657 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 3 | Society / community & culture | |||
| 263658 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 3 | Water supply & sanitation | |||
| 263659 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 3 | Environment, biodiversity, forestry | |||
| 263660 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 3 | Law & order | |||
| 263661 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 3 | Women & girls | |||
| 263662 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 3 | Persons living in sub-standard housing | |||
| 263663 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 3 | Persons with disabilities | |||
| 263664 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 3 | Indigenous population | |||
| 263665 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 3 | Marginalized groups | |||
| 263666 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 3 | Elderly | |||
| 263667 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 3 | Children & youth | |||
| 263668 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 11 | Magnitude of expected future impact | 3 | Medium | |||
| 263669 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 12 | Please describe the impacts experienced so far, and how you expect the hazard to impact in the future | 3 | Sur la population : la santé des enfants et des personnes âgées est très fragile et sensibles aux fortes chaleurs car ils n'ont pas le réflexe, ni l'envie de boire pour lutter contre leur déshydratation qui peut tuer ;sur la faune : de même que pour la population, un manque d'eau affecte les poissons vivant dans l'eau, mais aussi les animaux qui s'abreuvent aux points d'eau ;sur les forêts : la sécheresse va rendre les arbres plus secs et déshydratés ce qui peut causer leur mort. De plus, une végétation très sèche sera propice aux départs de feux ;sur l'agriculture : l'irrigation des cultures est affectée par la sécheresse car les réserves d'eau sont faibles ;sur les sols : en automne, les sols asséchés, qui ont pourtant besoin de se recharger en eau, ne vont plus pouvoir absorber les précipitations, créant des inondations et glissement de terrain ;sur les réserves d'eau potable : l'alimentation et l'évacuation des eaux ménagères ne se font pas correctement, car le niveau des rivières, des fleuves et des nappes est très bas. Dans certaines zones rurales, l'eau est rationnée ou coupée ;sur la production d'électricité : l'eau est utilisée pour refroidir certaines centrales nucléaires, elles sont donc coupées pendant les sécheresses et périodes de canicule alors que la demande en électricité augmente : climatisation, ventilateur, réfrigérateur qui nécessitent beaucoup d'électricité. | |||
| 263670 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 1 | Climate Hazards | 4 | Flood and sea level rise > River flood | |||
| 263671 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 2 | Did this hazard significantly impact your city before 2019? | 4 | Yes | |||
| 263672 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 3 | Current probability of hazard | 4 | Medium High | |||
| 263673 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 4 | Current consequence of hazard | 4 | Medium High | |||
| 263674 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 4 | Migration from rural areas to cities | |||
| 263675 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 4 | Population displacement | |||
| 263676 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 4 | Increased risk to already vulnerable populations | |||
| 263677 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 4 | Loss of tax base to support public services | |||
| 263678 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 4 | Increased incidence and prevalence of disease and illness | |||
| 263679 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 4 | Increased resource demand | |||
| 263680 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 4 | Increased demand for public services | |||
| 263681 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 4 | Increased demand for healthcare services | |||
| 263682 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 5 | Social impact of hazard overall | 4 | Fluctuating socio-economic conditions | |||
| 263683 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 6 | Future change in frequency | 4 | Decreasing | |||
| 263684 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 7 | Future change in intensity | 4 | Decreasing | |||
| 263685 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 8 | When do you first expect to experience those changes? | 4 | Short-term (by 2025) | |||
| 263686 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 4 | Waste management | |||
| 263687 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 4 | Water supply & sanitation | |||
| 263688 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 4 | Residential | |||
| 263689 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 4 | Society / community & culture | |||
| 263690 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 4 | Land use planning | |||
| 263691 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 4 | Public health | |||
| 263692 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 4 | Food & agriculture | |||
| 263693 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 4 | Environment, biodiversity, forestry | |||
| 263694 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 9 | Most relevant assets / services affected overall | 4 | Emergency services | |||
| 263695 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 4 | Unemployed persons | |||
| 263696 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 4 | Women & girls | |||
| 263697 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 4 | Persons with disabilities | |||
| 263698 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 4 | Persons with chronic diseases | |||
| 263699 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 4 | Persons living in sub-standard housing | |||
| 263700 | 831618 | Yaoundé 4 | Africa, Sub-Saharan Africa | Cameroon | Climate Hazards & Vulnerability | Climate Hazards | 2.1 | Please list the most significant climate hazards faced by your city and indicate the probability and consequence of these hazards, as well as the expected future change in frequency and intensity. Please also select the most relevant assets or services that are affected by the climate hazard and provide a description of the impact. | 10 | Please identify which vulnerable populations are affected | 4 | Elderly |
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Description
Full dataset of GCoM cities having reported through CDP in 2019. Dataset extracted 24 February 2020.
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