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Integrating Traditional Ecological Knowledge and Remote Sensing for Monitoring Rangeland Dynamics in the Altai Mountain Region

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Abstract

Integrating traditional ecological knowledge (TEK) with remote sensing capabilities to monitor rangeland dynamics could lead to more acceptable, efficient, and beneficial rangeland management schemes for stakeholders of grazing systems. We contrasted pastoralists’ perception of summer pasture quality in the Altai Mountains of Central Asia with normalized difference vegetation index (NDVI) metrics obtained from Terra Moderate Resolution Imaging Spectroradiometer (MODIS) satellite sensor. The spatial relationship between satellite-based assessment of the grassland quality and on-the-ground evaluation by local herders was first assessed for a single year using 49, 1 × 1 km grassland blocks sampled in July 2013. Herder-derived forage value was positively and strongly (63% of variance explained) related to satellite-derived NDVI values (MODIS 1 km monthly data, MOD13A3) as well as field estimates of % vegetation cover (62% explained) and to a lesser degree to vegetation height (28% explained). Herders’ multi-year perception (i.e., recall ability) was also contrasted with satellite observations of their herding areas over the period of 2006–2016 during which NDVI temporal anomaly explained >11% of variance in estimates of pasture quality recalled. Few herders in Kazakhstan could recall pasture conditions, most herders in Russia and China could but inconsistently (4 and 7% variation explained, respectively), whereas most herders in Mongolia could recall pasture conditions in strong agreement with NDVI anomaly (30% variation explained), patterns reflecting herders’ regional dependence on herding as a livelihood. Corroboration of herder-derived estimates and satellite-derived vegetation indices creates opportunity for re-expression of satellite data in map form as TEK-derived indices more compatible with herder perceptions.

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References

  • Addison J, Friedel M, Brown C, Davies J, Waldron S (2012) A critical review of degradation assumptions applied to Mongolia’s Gobi Desert. Rangel J 34:125–137

    Article  Google Scholar 

  • Akiyama T, Kawamura K (2007) Grassland degradation in China: Methods of monitoring, management and restoration. Grassl Sci 53:1–17. https://doi.org/10.1111/j.1744-697X.2007.00073.x

    Article  Google Scholar 

  • Bailagasov LV (2011) The use of pastures in light of the establishment of the national park on the ridge Sailugem (Altai Republic). Steppe Bull 31:11–18

    Google Scholar 

  • Boone RB, Lackett JM, Galvin KA, Ojima DS, Tucker CJ (2007) Links and broken chains: evidence of human-caused changes in land cover in remotely sensed images. Environ Sci Policy 10:135–149

    Article  Google Scholar 

  • Booth DT, Tueller PT (2003) Rangeland monitoring using remote sensing. Arid Land Res Manag 17:455–467

    Article  Google Scholar 

  • Brown LH (1971) The biology of pastoral man as a factor in conservation. Biol Conserv 3:93–100. https://doi.org/10.1016/0006-3207(71)90007-3

    Article  Google Scholar 

  • Colombo R, Busetto L, Fava F, Di Mauro B, Migliavacca M, Cremonese E, Galvagno M, Rossini M, Meroni M, Cogliati S, Panigada C, Siniscalco C, Morra di Cella U (2011) Phenological monitoring of grassland and larch in the Alps from Terra and Aqua MODIS images. Ital J Remote Sens 43:83–96

    Google Scholar 

  • Cui X, Guo ZG, Liang TG, Shen YY, Liu XY, Liu Y (2012) Classification management for grassland using MODIS data: a case study in the Gannan region, China. Int J Remote Sens 33(10):3156–3175

    Article  Google Scholar 

  • De Haan C, Steinfeld H, Blackburn H (1997) Livestock and the Environment: Finding a Balance. Commission on of the European Communities, Food and Agricultural Organization of the United Nations, and the World Bank, Brussels

    Google Scholar 

  • Egeru A, Wasonga O, Yazan J, Mburu E, Majaliwa MGJ, MacOpiyo L, Bamutaze Y (2015) Drivers of forage availability: an integration of remote sensing and traditional ecological knowledge in Karamoja sub-region, Uganda. Pastor: Res, Policy Pract 5:1–18

    Article  Google Scholar 

  • Erdenesan E (2016) Livestock Statitics in Mongolia. FAO Asia and Pacific Commission on Agricultural Statistics Twenty-Sixth Session, 15–19 February 2016. Thimphu, Bhutan. http://www.fao.org/fileadmin/templates/ess/documents/apcas26/presentations/APCAS-16-6.3.5_-_Mongolia_-_Livestock_Statistics_in_Mongolia.pdf

  • ESRI (2014) ArcGIS Desktop: Release 10.2.2. Environmental Systems Research Institute, Redlands, California

    Google Scholar 

  • Fernandez-Gimenez M (2000) The role of Mongolian nomadic pastoralists’ ecological knowledge in rangeland management. J Ecol Appl 10:1318–1326. https://doi.org/10.1890/1051-0761(2000)010[1318:TROMNP]2.0.CO;2

    Article  Google Scholar 

  • Fernandez-Gimenez ME (1997) Landscapes, livestock, and livelihoods: social, ecological, and land-use change among the nomadic pastoralists of Mongolia. PhD Dissertation, University of California, Berkeley, CA

    Google Scholar 

  • Fernandez-Gimenez ME, Angerer JP, Allegretti AM, Fassnacht SR, Byamba A, Chantsallkham J, Reid R, Venable NBH (2015) Integrating herder observations, meteorological data and remote sensing to understand climate change patterns and impacts across an eco-climatic gradient in Mongolia. Proceedings of the trans-disciplinary research conference: building resilience of Mongolian Rangelands, Ulaanbaatar, Mongolia, pp 228–234

  • Ferreira LG, Yoshioka H, Huete A, Sano EE (2004) Optical characterization of the Brazilian Savanna physiognomies for improved land cover monitoring of the cerrado biome: preliminary assessments from an airborne campaign over an LBA core site. J Arid Environ 56:425–447

    Article  Google Scholar 

  • Ghorbani M, Azarnivand H, Mehrabi AA, Jafari M, Nayebi H, Seeland K (2013) The role of indigenous ecological knowledge in managing rangelands sustainably in Northern Iran. Ecol Soc 18(2):15. https://doi.org/10.5751/ES-05414-180215

    Article  Google Scholar 

  • Guo N, Lanzhou CMA, Wang X, Cai D, Yang J (2007) Comparison and evaluation between MODIS vegetation indices in Northwest China. Geoscience and Remote Sensing Symposium, 2007. IGARSS 2007. IEEE International. IEEE, Barcelona, pp 3366–3369

  • He S, Richards K (2015) Impact of meadow degradation on soil water status and pasture management—a case study in Tibet. Land Degrad Dev 26:468–479

    Article  Google Scholar 

  • Hellier A, Newton AC, Gaona SO (1999) Use of indigenous knowledge for rapidly assessing trends in biodiversity: a case study from Chiapas, Mexico. Biodivers Conserv 8:869–889

    Article  Google Scholar 

  • Hilker T, Natsagdorj E, Waring RH, Lyapustin A, Wang Y (2014) Satellite observed widespread decline in Mongolian grasslands largely due to overgrazing. Glob Chang Biol 20:418–428. https://doi.org/10.1111/gcb.12365

    Article  Google Scholar 

  • Huete AR, Justice C (1999) MODIS vegetation index (MOD13) algorithm theoretical basis document. Version 3. https://modis.gsfc.nasa.gov/data/atbd/atbd_mod13.pdf

  • Huete A, Didan K, Miura T, Rodriguez EP, Gao X, Ferreira LG (2002) Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens Environ 83:195–213

    Article  Google Scholar 

  • Homewood K, Rodgers WA (1989) Pastoralism, conservation and the overgrazing controversy. In: Anderson D and Grove R (eds) Conservation in Africa: people, policies, and practice. Cambridge University Press, Cambridge, UK, pp 111–128

  • Huntington H, Callaghan T, Fox S, Krupnik I (2004) Matching traditional and scientific observations to detect environmental change: a discussion on arctic terrestrial ecosystems. JSTOR 18–23. http://www.jstor.org/stable/25094583

  • Jost L (2006) Entropy and diversity. Oikos 113:363–375

    Article  Google Scholar 

  • Klein JA, Hopping KA, Yeh ET, Nyima Y, Boone RB, Galvin KA (2014) Unexpected climate impacts on the Tibetan Plateau: local and scientific findings of delayed summer. Glob Environ Change 28:141–152

    Article  Google Scholar 

  • Kong TM, Marsh SE, van Rooyen AF, Kellner K, Orr BJ (2015) Assessing rangeland condition in the Kalahari Duneveld through local ecological knowledge of livestock farmers and remotely sensed data. J Arid Environ 113:77–86. http://hdl.handle.net/10150/268615

    Article  Google Scholar 

  • Lauera M, Aswani S (2008) Integrating indigenous ecological knowledge and multi-spectral image classification for marine habitat mapping in Oceania. Ocean Coast Manag 51(6):495–504

    Article  Google Scholar 

  • Liu YS, Hu YC, Peng LY (2005) Accurate quantification of grassland cover density in an alpine meadow soil based on remote sensing and GPS. Pedosphere 15(6):778–783

    Google Scholar 

  • Maroney RL (2005) Conservation of argali Ovis ammon in western Mongolia and the Altai-Sayan. Biol Conserv 121:231–241

    Article  Google Scholar 

  • Matsushita B, Yang W, Chen J, Onda Y, Qiu G (2007) Sensitivity of the Enhanced Vegetation Index (EVI) and Normalized Difference Vegetation Index (NDVI) to Topographic Effects: A Case Study in High-Density Cypress Forest. Sensors 7:2636–2651

    Article  Google Scholar 

  • Maynard NG, Burgess P, Oskal A, Turi JM, Mathiesen SD, Gaup IGE, Yurchak B, Etylin V, Gebelein J 2016 n.d. Eurasian Reindeer Pastoralism in a Changing Climate: Indigenous Knowledge & NASA Remote Sensing. http://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20080041555.pdf. Accessed 15 Jan

  • Mills D, Blech R, Gillam B, Martin M, Fithardinge G, Davies J, Campbell S, Woodhams L (2002) Rangelands: people, perceptions and perspectives. In: Grice AC, Hodgkinson KC (eds) Global rangelands: progress and prospects. CAB International, Wallingford, Oxfordshire, UK, pp 43–54

  • Naidansuren E, Bayasgalan O (2012) An Economic Analysis of the Environmental Impacts of Livestock Grazing in Mongolia. Research Report, Singapore: Economy and Environment Program for Southeast Asia

  • Naidoo R, Hill K (2006) Emergence of indigenous vegetation classifications through integration of traditional ecological knowledge and remote sensing analyses. Environ Manag 38(3):377–387

    Article  Google Scholar 

  • NASA LP DAAC (2016) NASA Distributed Active Archive Center (DAAC) at NSDIC. MODIS Data. https://nsidc.org/data/modis/terra_aqua_differences. Accessed 5 Jul 2016

  • Niamir-Fuller M (1995) Indigenous systems of natural resource management among pastoralists of arid and semi-arid Africa. In: Warren DM, Slikkerveer LJ (eds) The cultural dimension of development. Intermediate Technology Publications, London, UK, pp 245–257

  • Oba G (2012) Harnessing pastoralists’ indigenous knowledge for rangeland management: three African case studies. Pastoralism, Research, Policy and Practice 2 (1). https://doi.org/10.1186/2041-7136-2-1

  • Oba G, Kotile DG (2001) Assessment of landscape level degradation in southern Ethiopia: pastoralists versus ecologists. Land Degrad Dev 12:461–475

    Article  Google Scholar 

  • Olson JS, Watts JA, Allison LJ (1983) Carbon in Live Vegetation of Major World Ecosystems. Oak Ridge National Laboratory, Tennessee, Report ORNL-5862

    Google Scholar 

  • Paltsyn MY, Spitsyn SV, Kuksin AN, Istomov SV (2012) Conservation of snow leopard in Russia. WWF Russia, Krasnoyarsk, Russia. http://wwf.ru/resources/publ/book/eng/599

    Google Scholar 

  • Paltsyn MYu, Gibbs JP, Iegorova LV, Mountrakis G (2017) Estimation and prediction of grassland cover in western mongolia using MODIS-derived vegetation indices. Rangel Ecol Manag Rangel Ecol Manag 70(6):723–729

    Article  Google Scholar 

  • Pitt AL, Baldwin RF, Lipscomb DJ, Brown BL, Hawley JE, Allard-Keese CM, Leonard PB (2012) The missing wetlands: using local ecological knowledge to find cryptic ecosystems. Biodivers Conserv 21(1):51–63

    Article  Google Scholar 

  • Polfus JL, Heinemeyer K, Hebblemewhite M (2014) Comparing traditional ecological knowledge and western science woodland caribou habitat models. J Wildl Manag 78(1):112–121

    Article  Google Scholar 

  • Purevdorj TS, Tateishi R, Ishiyama T, Honda Y (1998) Relationships between percent vegetation cover and vegetation indices. Int J Remote Sens 19(18):3519–3535. https://doi.org/10.1080/014311698213795

    Article  Google Scholar 

  • Roba HG, Gufu O (2009) Efficacy of integrating herder knowledge and ecological methods for monitoring rangelands degradation in Northern Kenya. Hum Ecol 37:589–612

    Article  Google Scholar 

  • Robbins P (2003) Beyond ground truth: GIS and the environmental knowledge of herders, professional foresters, and other traditional communities. Hum Ecol 31(2):233–253

    Article  Google Scholar 

  • Seaniger C-A (2016) Dzud may affect up to 150,000 herders. UB Post. December 23 2016. http://theubpost.mn/2016/12/23/dzud-may-affect-up-to-150000-herders/

  • Selemani IS, Eik LO, Holand O, Ådnøy T, Mtengeti E, Mushi D (2012) The role of indigenous knowledge and perceptions of pastoral communities on traditional grazing management in north-western Tanzania. Afr J Agric Res 7(40):5537–5547

    Google Scholar 

  • Shang ZH, Gibb MJ, Long RJ (2012) Effect of snow disasters on livestock farming in some rangeland regions of China and mitigation strategies – a review. Rangel J 34:89–100

    Article  Google Scholar 

  • Spooner B (1973) The cultural ecology of pastoral nomads. Addison-Wesley Module in Anthropology No. 45. Addison-Wesley Publishing Company, Reading, Massachusetts, USA

    Google Scholar 

  • Stumpp M, Wesche K, Retzer V, Miehe G (2005) Impact of grazing livestock and distance from water source on soil fertility in southern Mongolia. Mountain Research and Development 25:244–251

    Article  Google Scholar 

  • Sulieman HM, Ahmed AGM (2013) Monitoring changes in pastoral resources in eastern Sudan: a synthesis of remote sensing and local knowledge. Pastoralism: Research, Policy and Practice 3 (22). https://doi.org/10.1186/2041-7136-3-22

  • UNESCO (1992–2016) UNESCO World Heritage Convention: World Heritage List. http://whc.unesco.org/en/list. Accessed 16 June 2016

  • White RP, Murray S, Rohweder M (2000) Pilot Analysis of Global Ecosystems: Grassland Ecosystems. World Resources Institute, Washington DC, Technical Report

    Google Scholar 

  • WWF (2012) Altai-Sayan Ecoregional Conservation Strategy. WWF

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Acknowledgements

This study was supported by the United State Agency for International Development USAID Climate Change Resilient Development Program (grant # CCRDCS0007) and NASA’s Land Cover Land Use Change Program (grant # NNX15AD42G). We are grateful to Munkhtogtokh Ochirjav (WWF-Mongolia), Atay Ayatkhan (Protected Area Administration of Mongol Altai, Mongolia), Leonid Bilagasov (Gorno-Altaisk State University, Russia), Yury Robertus (Altai Institute of Ecology, Russia), Andrey Chelyshev and Alia Gabdullina (Katon-Karagay National Park, Kazakhstan) for the project support and organization of interviews of local herders. We are also thankful to our field technicians, Khairat, Bagdat, Jukhan, and Totembek and Hamish Gibbs for their valuable help estimating grassland forage value and other parameters in Western Mongolia in July–August 2013.

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Paltsyn, M.Y., Gibbs, J.P. & Mountrakis, G. Integrating Traditional Ecological Knowledge and Remote Sensing for Monitoring Rangeland Dynamics in the Altai Mountain Region. Environmental Management 64, 40–51 (2019). https://doi.org/10.1007/s00267-018-01135-6

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