1,874
Views
2
CrossRef citations to date
0
Altmetric
Articles

Spatial risk assessment of opium poppy cultivation in Afghanistan: integrating environmental and socio-economic drivers

, , , &
Pages 719-736 | Received 05 Jul 2016, Accepted 12 Oct 2016, Published online: 15 Nov 2016

Figures & data

Figure 1. Conceptual risk framework defining the risk of opium poppy cultivation, with its subcomponents of environmental and climatic suitability and socio-economic vulnerability. The suitability is mainly embedded within environmental conditions, whereas the vulnerability is defined by societal drivers. For both components appropriate intervention measures can be identified (built on Birkmann et al. Citation2013; Kienberger and Hagenlocher Citation2014).

Figure 1. Conceptual risk framework defining the risk of opium poppy cultivation, with its subcomponents of environmental and climatic suitability and socio-economic vulnerability. The suitability is mainly embedded within environmental conditions, whereas the vulnerability is defined by societal drivers. For both components appropriate intervention measures can be identified (built on Birkmann et al. Citation2013; Kienberger and Hagenlocher Citation2014).

Table 1. Properties of the selected indicators for environmental poppy suitability.

Table 2. Normalized values for each land cover class to represent the land use/land cover indicator (S1).

Table 3. EcoCrop model parameters for climate suitability indicator (S3).

Table 4. Properties of the selected indicators for socio-economic vulnerability.

Figure 2. Homogeneous regions of environmental suitability to opium poppy cultivation in Afghanistan, province borders are overlain in white colour.

Figure 2. Homogeneous regions of environmental suitability to opium poppy cultivation in Afghanistan, province borders are overlain in white colour.

Figure 3. Homogeneous regions of socio-economic vulnerability to opium poppy cultivation in Afghanistan, province borders are overlain in white colour.

Figure 3. Homogeneous regions of socio-economic vulnerability to opium poppy cultivation in Afghanistan, province borders are overlain in white colour.

Figure 4. Risk map integrating environmental suitability and socio-economic vulnerability. Eight regions are highlighted for a detailed inspection (see ).

Figure 4. Risk map integrating environmental suitability and socio-economic vulnerability. Eight regions are highlighted for a detailed inspection (see Figure 5).

Figure 5. Decomposition of factors for selected regions (see ). The bar charts visualize the absolute and unweighted mean indicator value per region. The bar charts show the contribution of the environmental suitability and socio-economic vulnerability to the weighted risk index. The size of the pie charts reflects the risk index value.

Figure 5. Decomposition of factors for selected regions (see Figure 4). The bar charts visualize the absolute and unweighted mean indicator value per region. The bar charts show the contribution of the environmental suitability and socio-economic vulnerability to the weighted risk index. The size of the pie charts reflects the risk index value.

Figure 6. Opium poppy risk regions in comparison with the density of confirmed sites of poppy cultivation (shown as dot density maps; dots do not represent real locations of opium poppy fields).

Figure 6. Opium poppy risk regions in comparison with the density of confirmed sites of poppy cultivation (shown as dot density maps; dots do not represent real locations of opium poppy fields).
Supplemental material

Supplementary_Material.docx

Download MS Word (16.1 KB)

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.