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Article

Assessing the Impact of Wildlife on Vegetation Cover Change, Northeast Namibia, Based on MODIS Satellite Imagery (2002–2021)

by
Augustine-Moses Gaavwase Gbagir
1,*,
Colgar Sisamu Sikopo
2,
Kenneth Kamwi Matengu
3 and
Alfred Colpaert
1,*
1
Department of Geographical and Historical Studies, University of Eastern Finland, Yliopistokatu 7, 80100 Joensuu, Finland
2
Ministry of Environment, Forestry and Tourism, Windhoek 13306, Namibia
3
Department of Geography and Sociology, University of Namibia, Windhoek 13301, Namibia
*
Authors to whom correspondence should be addressed.
Sensors 2022, 22(11), 4006; https://doi.org/10.3390/s22114006
Submission received: 6 April 2022 / Revised: 3 May 2022 / Accepted: 9 May 2022 / Published: 25 May 2022

Abstract

Human–wildlife conflict in the Zambezi region of northeast Namibia is well documented, but the impact of wildlife (e.g., elephants) on vegetation cover change has not been adequately addressed. Here, we assessed human–wildlife interaction and impact on vegetation cover change. We analyzed the 250 m MODIS and ERA5 0.25° × 0.25° drone and GPS-collar datasets. We used Time Series Segmented Residual Trends (TSS-RESTREND), Mann–Kendall Test Statistics, Sen’s Slope, ensemble, Kernel Density Estimation (KDE), and Pearson correlation methods. Our results revealed (i) widespread vegetation browning along elephant migration routes and within National Parks, (ii) Pearson correlation (p-value = 5.5 × 10−8) showed that vegetation browning areas do not sustain high population densities of elephants. Currently, the Zambezi has about 12,008 elephants while these numbers were 1468, 7950, and 5242 in 1989, 1994, and 2005, respectively, (iii) settlements and artificial barriers have a negative impact on wildlife movement, driving vegetation browning, and (iv) vegetation greening was found mostly within communal areas where intensive farming and cattle grazing is a common practice. The findings of this study will serve as a reference for policy and decision makers. Future studies should consider integrating higher resolution multi-platform datasets for detailed micro analysis and mapping of vegetation cover change.
Keywords: vegetation monitoring; drivers of deforestation; Zambezi region; land degradation; vegetation cover change; wildlife management; TSS-RESTREND; greening and browning; MODIS; Mann–Kendall vegetation monitoring; drivers of deforestation; Zambezi region; land degradation; vegetation cover change; wildlife management; TSS-RESTREND; greening and browning; MODIS; Mann–Kendall

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MDPI and ACS Style

Gbagir, A.-M.G.; Sikopo, C.S.; Matengu, K.K.; Colpaert, A. Assessing the Impact of Wildlife on Vegetation Cover Change, Northeast Namibia, Based on MODIS Satellite Imagery (2002–2021). Sensors 2022, 22, 4006. https://doi.org/10.3390/s22114006

AMA Style

Gbagir A-MG, Sikopo CS, Matengu KK, Colpaert A. Assessing the Impact of Wildlife on Vegetation Cover Change, Northeast Namibia, Based on MODIS Satellite Imagery (2002–2021). Sensors. 2022; 22(11):4006. https://doi.org/10.3390/s22114006

Chicago/Turabian Style

Gbagir, Augustine-Moses Gaavwase, Colgar Sisamu Sikopo, Kenneth Kamwi Matengu, and Alfred Colpaert. 2022. "Assessing the Impact of Wildlife on Vegetation Cover Change, Northeast Namibia, Based on MODIS Satellite Imagery (2002–2021)" Sensors 22, no. 11: 4006. https://doi.org/10.3390/s22114006

APA Style

Gbagir, A.-M. G., Sikopo, C. S., Matengu, K. K., & Colpaert, A. (2022). Assessing the Impact of Wildlife on Vegetation Cover Change, Northeast Namibia, Based on MODIS Satellite Imagery (2002–2021). Sensors, 22(11), 4006. https://doi.org/10.3390/s22114006

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