Mapping Climate Parameters over the Territory of Botswana Using GMT and Gridded Surface Data from TerraClimate
This articles presents a new series of maps showing the climate and environmental variability of Botswana. Situated in southern Africa, Botswana has an arid to semi-arid climate, which significantly varies in its different regions: Kalahari Desert, Makgadikgadi Pan and Okavango Delta. While desert r...
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-08-01
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| Series: | ISPRS International Journal of Geo-Information |
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| Online Access: | https://www.mdpi.com/2220-9964/11/9/473 |
| _version_ | 1797487584458309632 |
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| author | Polina Lemenkova |
| author_facet | Polina Lemenkova |
| author_sort | Polina Lemenkova |
| collection | DOAJ |
| description | This articles presents a new series of maps showing the climate and environmental variability of Botswana. Situated in southern Africa, Botswana has an arid to semi-arid climate, which significantly varies in its different regions: Kalahari Desert, Makgadikgadi Pan and Okavango Delta. While desert regions are prone to droughts and periods of extreme heat during the summer months, other regions experience heavy downpours, as well as episodic and unpredictable rains that affect agricultural activities. Such climatic variations affect social and economic aspects of life in Botswana. This study aimed to visualise the non-linear correlations between the topography and climate setting at the country’s scale. Variables included T °C min, T °C max, precipitation, soil moisture, evapotranspiration (PET and AET), downward surface shortwave radiation, vapour pressure and vapour pressure deficit (VPD), wind speed and Palmer Drought Severity Index (PDSI). The dataset was taken from the TerraClimate source and GEBCO for topographic mapping. The mapping approach included the use of Generic Mapping Tools (GMT), a console-based scripting toolset, which enables the use of a scripting method of automated mapping. Several GMT modules were used to derive a set of climate parameters for Botswana. The data were supplemented with the adjusted cartographic elements and inspected by the Geospatial Data Abstraction Library (GDAL). The PDSI in Botswana in 2018 shows stepwise variation with seven areas of drought: (1) −3.7 to −2.2. (extreme); (2) −2.2 to −0.8 (strong, southern Kalahari); (3) −0.8 to 0.7 (significant, central Kalahari; (4) 0.7 to 2.1 (moderate); (5) 2.1 to 3.5 (lesser); (6) 3.5 to 4.9 (low); (7) 4.9 to 6.4 (least). The VPD has a general trend towards the south-western region (Kalahari Desert, up to 3.3), while it is lower in the north-eastern region of Botswana (up to 1.4). Other values vary respectively, as demonstrated in the presented 12 maps of climate and environmental inventory in Botswana. |
| first_indexed | 2024-03-09T23:49:45Z |
| format | Article |
| id | doaj.art-7905c69e9b054a4dbfab47ba1a074916 |
| institution | Directory Open Access Journal |
| issn | 2220-9964 |
| language | English |
| last_indexed | 2024-03-09T23:49:45Z |
| publishDate | 2022-08-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | ISPRS International Journal of Geo-Information |
| spelling | doaj.art-7905c69e9b054a4dbfab47ba1a0749162023-11-23T16:37:10ZengMDPI AGISPRS International Journal of Geo-Information2220-99642022-08-0111947310.3390/ijgi11090473Mapping Climate Parameters over the Territory of Botswana Using GMT and Gridded Surface Data from TerraClimatePolina Lemenkova0Laboratory of Image Synthesis and Analysis (LISA), École polytechnique de Bruxelles, Brussels Faculty of Engineering, Campus de Solbosch CP131/3, Université Libre de Bruxelles (ULB), Building L, Avenue Franklin D. Roosevelt 50, B-1050 Brussels, BelgiumThis articles presents a new series of maps showing the climate and environmental variability of Botswana. Situated in southern Africa, Botswana has an arid to semi-arid climate, which significantly varies in its different regions: Kalahari Desert, Makgadikgadi Pan and Okavango Delta. While desert regions are prone to droughts and periods of extreme heat during the summer months, other regions experience heavy downpours, as well as episodic and unpredictable rains that affect agricultural activities. Such climatic variations affect social and economic aspects of life in Botswana. This study aimed to visualise the non-linear correlations between the topography and climate setting at the country’s scale. Variables included T °C min, T °C max, precipitation, soil moisture, evapotranspiration (PET and AET), downward surface shortwave radiation, vapour pressure and vapour pressure deficit (VPD), wind speed and Palmer Drought Severity Index (PDSI). The dataset was taken from the TerraClimate source and GEBCO for topographic mapping. The mapping approach included the use of Generic Mapping Tools (GMT), a console-based scripting toolset, which enables the use of a scripting method of automated mapping. Several GMT modules were used to derive a set of climate parameters for Botswana. The data were supplemented with the adjusted cartographic elements and inspected by the Geospatial Data Abstraction Library (GDAL). The PDSI in Botswana in 2018 shows stepwise variation with seven areas of drought: (1) −3.7 to −2.2. (extreme); (2) −2.2 to −0.8 (strong, southern Kalahari); (3) −0.8 to 0.7 (significant, central Kalahari; (4) 0.7 to 2.1 (moderate); (5) 2.1 to 3.5 (lesser); (6) 3.5 to 4.9 (low); (7) 4.9 to 6.4 (least). The VPD has a general trend towards the south-western region (Kalahari Desert, up to 3.3), while it is lower in the north-eastern region of Botswana (up to 1.4). Other values vary respectively, as demonstrated in the presented 12 maps of climate and environmental inventory in Botswana.https://www.mdpi.com/2220-9964/11/9/473AfricaBotswanacartographyclimatecomputer sciencedata science |
| spellingShingle | Polina Lemenkova Mapping Climate Parameters over the Territory of Botswana Using GMT and Gridded Surface Data from TerraClimate ISPRS International Journal of Geo-Information Africa Botswana cartography climate computer science data science |
| title | Mapping Climate Parameters over the Territory of Botswana Using GMT and Gridded Surface Data from TerraClimate |
| title_full | Mapping Climate Parameters over the Territory of Botswana Using GMT and Gridded Surface Data from TerraClimate |
| title_fullStr | Mapping Climate Parameters over the Territory of Botswana Using GMT and Gridded Surface Data from TerraClimate |
| title_full_unstemmed | Mapping Climate Parameters over the Territory of Botswana Using GMT and Gridded Surface Data from TerraClimate |
| title_short | Mapping Climate Parameters over the Territory of Botswana Using GMT and Gridded Surface Data from TerraClimate |
| title_sort | mapping climate parameters over the territory of botswana using gmt and gridded surface data from terraclimate |
| topic | Africa Botswana cartography climate computer science data science |
| url | https://www.mdpi.com/2220-9964/11/9/473 |
| work_keys_str_mv | AT polinalemenkova mappingclimateparametersovertheterritoryofbotswanausinggmtandgriddedsurfacedatafromterraclimate |