Abstract
The rich vegetation areas with a variety of biodiversity are designated under categories of protected areas. Protected areas on Earth are the biomes where the elements of nature function together and maintain the life cycle. These protected areas include forest cover, rivers, waterbodies, mangroves, etc. which are the origin of ecology and biodiversity and provide natural resources utilized for human needs. Maintaining protected area is an essential aspect of managing the forest covers and a key strategy for combating the negative effects of biodiversity loss and fragmentation. The research aims to assess the vegetation health in the protected areas with NDVI using remote sensing. The paper also explores the factors for vegetation degradation and related habitat areas. The decline in vegetation quality, related species variety, and effect on their habitat areas are checked with NDVI results. The protected areas are subjected to various anthropogenic pressures, including grazing, forest fire, and wood harvesting. The paper highlights the need for effective management strategies to mitigate the identified challenges and ensure the long-term conservation and sustainability of the protected areas. This will ensure more habitat availability, healthy vegetation, genetic exchange between species populations, and a reduction in human-wildlife conflict. The findings of this paper can inform the development of more effective management strategies to protect and conserve these valuable ecosystems.
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The datasets used and/or analyzed during the study are available on request from the corresponding author.
References
Abbu N, Bhagavatula L, Rao-Ghorpade A, Kolsepatil N, Kumar E, Parvathapuram R, Saini V, Schraffl From NIUA F, Dash J, Datta Dey P, Kumar S, Raghupathi UP, Shah J, Bhal A, Khosla D, Mehta D, Ranjan R (2015) Urban green growth strategies for Indian cities. Volume- 1. https://www.niua.org/sites/default/files/reports/vol1-12feb2015_web.pdf. Accessed 19 Sep 2019
Agarwal S, Saxena AK, Vyas V, Shrivastava S (2018) Rethinking REDD+- A Centre for Science and Environment Assessment. www.cseindia.org
Almond RE, Grooten M, Peterson T (2020) Living planet report 2020 - bending the curve of biodiversity loss. WWF
Anderson PML, Okereke C, Rudd A, Parnell S (2013) Urbanization, biodiversity and ecosystem services: challenges and opportunities: a global assessment. Spinger. https://doi.org/10.1007/978-94-007-7088-1_23
Barve N, Kiran MC, Vanaraj G, Aravind NA, Rao D, Uma Shaanker R, Ganeshaiah KN, Poulsen JG (2005) Measuring and mapping threats to a wildlife sanctuary in southern India. Conserv Biol 19(1):122–130. https://doi.org/10.1111/j.1523-1739.2005.00532.x
Bhardwaj DK (2017) Diversity and status of terrestrial avifauna in Jamwa Ramgarh wildlife sanctuary, Rajasthan, India. Life Sciences Leaflets 108:17–29. https://lifesciencesleaflets.petsd.org/
Bhardwaj DK (2018) Checklist of birds of Jamwa Ramgarh wildlife sanctuary, district Jaipur, Rajasthan. International Educational Applied Scientific Research Journal (IEASRJ) 3(5):10–17
Bissonnette JF, Dupras J, Messier C, Lechowicz M, Dagenais D, Paquette A, Jaeger JAG, Gonzalez A (2018) Moving forward in implementing green infrastructures: Stakeholder perceptions of opportunities and obstacles in a major North American metropolitan area. Cities 81:61–70. https://doi.org/10.1016/j.cities.2018.03.014. (August 2017)
Chandra R, Prusty BAK, Azeez PA (2012) A revised checklist of the flora of keoladeo national park, a world heritage site in India. Adv Environ Res 16(January):183–200
Chauhan M, Gopal B (2001) Biodiversity and management of Keoladeo National Park (India)-a wetland of international importance. Biodivers Wetl: Assess Funct Conserv 2:217–256 (August 2022)
Choudhary A, Deval K, Joshi PK (2020) Study of habitat quality assessment using geospatial techniques in Keoladeo National Park. Environmental Science and Pollution Research, India. https://doi.org/10.1007/s11356-020-11666-3
Czamanski D, Benenson I, Malkinson D, Marinov M, Roth R, Wittenberg L (2008) Urban sprawl and ecosystems - can nature survive? Int Rev Environ Resour Econ 2(4):321–366. https://doi.org/10.1561/101.00000019
European Commission (2020) EU biodiversity strategy for 2030: bringing nature back into our lives. In COM. https://eur-lex.europa.eu/resource.html?uri=cellar:a3c806a6-9ab3-11ea-9d2d-01aa75ed71a1.0001.02/DOC_1&format=PDF. Accessed 25 Sep 2021
Forest Department (2008a) Jamwa Ramgarh wildlife sanctuary management plan 2008–2018
Forest Department (2008b) Keoladeo national park management plan
Forest Department R (2008b) Keoladeo National Park Management Plan
Forkel M, Carvalhais N, Verbesselt J, Mahecha MD, Neigh CSR, Reichstein M (2013) Trend change detection in NDVI time series: effects of inter-annual variability and methodology. Remote Sens 5(5):2113–2144. https://doi.org/10.3390/rs5052113
Franklin SE (2001) Remote sensing for sustainable forest management. Lewis Publishers
FSI (2019) India state of forest report- forest types and biodiversity. http://publications.lib.chalmers.se/records/fulltext/245180/245180.pdf. Accessed 22 Oct 2020
Gillespie TW, Ostermann-Kelm S, Dong C, Willis KS, Okin GS, MacDonald GM (2018) Monitoring changes of NDVI in protected areas of southern California. Ecol Indic 88:485–494. https://doi.org/10.1016/j.ecolind.2018.01.031. (June 2017)
Global Environment Facility (2014) The GEF - 6 biodiversity strategy. http://www.thegef.org/sites/default/files/publications/GEF-6-BD-strategy.pdf. Accessed 28 Apr 2022
Gontier M, Balfors B, Mörtberg U (2006) Biodiversity in environmental assessment-current practice and tools for prediction. Environ Impact Assess Rev 26(3):268–286. https://doi.org/10.1016/j.eiar.2005.09.001
IPBES (2018) Summary for policymakers of the assessment report on land degradation and restoration of the intergovernmental science-policy platform on biodiversity and ecosystem services. IPBES Secretariat, Bonn, p 44
Keenleyside K, Dudley N, Cairns S, Hall C, Stolton S (2012) Ecological restoration for protected areas: principles, guidelines and best practices. IUCN (Issue 18)
Kumar V, Singh S, Shivhare N, Rahul AK (2015) Change in land cover pattern in Ramgarh dam. National Conference on Open Source GIS, Opportunities and challenges, pp 186–192
Leadley P, Pereira H, Alkemade R, Fernandez-Manjarrés JF, Proenca V, Scharlemann J, Walpole M (2010) Biodiversity scenarios: projections of 21st century change in biodiversity and associated ecosystem services. In Secretariat of the convention on biological diversity, Montreal. (Vol 50, Issue 50). Technical Series No. 50
Lin W, Xu D, Guo P, Wang D, Li L, Gao J (2019) Exploring variations of ecosystem service value in Hangzhou Bay Wetland. East China Ecosyst Serv 37(March):100944. https://doi.org/10.1016/j.ecoser.2019.100944
Mallegowda P, Rengaian G, Krishnan J, Niphadkar M (2015) Assessing habitat quality of forest-corridors through NDVI analysis in dry tropical forests of South India: implications for conservation. Remote Sens 7(2):1619–1639. https://doi.org/10.3390/rs70201619
Maltby E (2000) Ecosystem approach: from principle to practice. Ecosystem Service and Sustainable Watershed Management in North China International Conference, Beijing, P.R. China, pp 205–224
Mancino G, Nolè A, Ripullone F, Ferrara A (2014) Landsat TM imagery and NDVI differencing to detect vegetation change: assessing natural forest expansion in Basilicata, southern Italy. Iforest 7(2):75–84. https://doi.org/10.3832/ifor0909-007
Martínez-López J, Bertzky B, Robuchon M, Bonet FJ, Dubois G (2023) Assessing habitat diversity and potential areas of similarity across protected areas globally. Ecol Informat 75. https://doi.org/10.1016/j.ecoinf.2023.102090. (February)
Mathur VB, Sivakumar K, Singh B, Anoop KR (2009) A bibliographical review for identifying research gap areas- Keoladeo Ghana National Park- a world heritage site. Wildlife Institute of India, Dehradun (July). http://www.indiaenvironmentportal.org.in/files/bioliographical_keoladeo_ghana_np.pdf. Accessed 21 Feb 2020
Menon V, Tiwari SK, Ramkumar K, Kyarong S, Ganguly U, Sukumar R (2017) Right of passage: elephant corridors of India. In conservation reference series No. 3, wildlife Trust of India (Vol 17, Issue 4)
Middleton BA (2009) Vegetation status of the Keoladeo National Park, Bharatpur In USGS Scientific Investigations Report (Vol 5193, Issue April)
Mishra C (2016) The partners principles for community-based conservation (issue October). Snow Leopard Trust, Seattle
MoEFCC (2008) Biodiversity report of Jamwa Ramgarh sanctuary
MoEFCC (2015) Notification of Keoladeo National Park. Bharatpur, Rajasthan
MoEFCC (2018) Eco-sensitive zone notification: Jamwa Ramgarh Wildlife Sanctuary. (Vol. 11, Issue D)
Pedersen AO, Nyhuus S, Blindheim T, Krog OMW (2004) Implementation of a GIS-based management tool for conservation of biodiversity within the municipality of Oslo. Norway Landsc Urban Plan 68(4):429–438. https://doi.org/10.1016/S0169-2046(03)00148-8
Pettorelli N, Wegmann M, Skidmore A, Mücher S, Dawson TP, Fernandez M, Lucas R, Schaepman ME, Wang T, O’Connor B, Jongman RHG, Kempeneers P, Sonnenschein R, Leidner AK, Böhm M, He KS, Nagendra H, Dubois G, Fatoyinbo T, … Geller GN (2016) Framing the concept of satellite remote sensing essential biodiversity variables: challenges and future directions. Remote Sens Ecol Conserv 2(3), 122–131. https://doi.org/10.1002/rse2.15
Qin Q, Xu D, Hou L, Shen B, Xin X (2021) Comparing vegetation indices from Sentinel-2 and Landsat 8 under different vegetation gradients based on a controlled grazing experiment. Ecol Ind 133:108363. https://doi.org/10.1016/j.ecolind.2021.108363
Radočaj D, Obhođaš J, Jurišić M, Gašparović M (2020) Global open data remote sensing satellite missions for land monitoring and conservation: a review. Land 9(402):1–24. https://doi.org/10.3390/land9110402
Reddy CS, Krishna PH, Swetha V, Shivakala T, Charan PD (2011) Assessment and monitoring of spatio-temporal changes in Keoladeo Ghana National Park, Rajasthan, India using geoinformatics. J Wetl Ecol 4(January):33–42. https://doi.org/10.3126/jowe.v4i0.3115
Reddy CS, Kurian A, Srivastava G, Singhal J, Varghese AO, Padalia H, Ayyappan N, Rajashekar G, Jha CS, Rao PVN (2021) Remote sensing enabled essential biodiversity variables for biodiversity assessment and monitoring: technological advancement and potentials. Biodivers Conserv 30(1). https://doi.org/10.1007/s10531-020-02073-8
Rocha-Ortega M, Castaño-Meneses G (2015) Effects of urbanization on the diversity of ant assemblages in tropical dry forests. Mex Urban Ecosyst 18(4):1373–1388. https://doi.org/10.1007/s11252-015-0446-8
Roger JC, Vermote EF, Ray JP (2015) MODIS surface reflectance User’s guide. http://modissr.ltdri.org
Rojas C, Munizaga J, Rojas O, Martínez C, Pino J (2019) Urban development versus wetland loss in a coastal Latin American city: lessons for sustainable land use planning. Land Use Policy 80:47–56. https://doi.org/10.1016/j.landusepol.2018.09.036
Roy PS, Behera MD, Murthy MSR, Roy A, Singh S, Kushwaha SPS, Jha CS, Sudhakar S, Joshi PK, Reddy CS, Gupta S, Pujar G, Dutt CBS, Srivastava VK, Porwal MC, Tripathi P, Singh JS, Chitale V, Skidmore AK, … Ramachandran RM (2015) New vegetation type map of India prepared using satellite remote sensing: comparison with global vegetation maps and utilities. Int J Appl Earth Obs Geoinformation 39:142–159. https://doi.org/10.1016/j.jag.2015.03.003
Sankhe S, Vittal I, Dobbs R, Mohan A, Gulati A, Ablett J, Gupta S, Kim A, Paul S, Sanghvi A, Sethy G, McKinsey (2010) India’s urban awakening: building inclusive cities, sustaining economic growth. McKinsey Global Institute (Issue April)
Sannigrahi S, Chakraborti S, Joshi PK, Keesstra S, Sen S, Paul SK, Kreuter U, Sutton PC, Jha S, Dang KB (2019) Ecosystem service value assessment of a natural reserve region for strengthening protection and conservation. J Environ Manag 244:208–227. https://doi.org/10.1016/j.jenvman.2019.04.095
Sannigrahi S, Pilla F, Basu B, Basu AS, Zhang Q, Wang Y, Joshi PK, Chakraborti S, Coscieme L, Keesstra S, Roy PS, Sutton PC (2020) Identification of conservation priority zones using spatially explicit valued ecosystem services: a case from the Indian Sundarbans. Integr Environ Assess Manag 16(5):773–787. https://doi.org/10.1002/ieam.4287
Sharifi N, Danehkar A, Robati M, Khorasani NA, Rajaee T (2021) Developing decision algorithm for determination of protection zones in protected areas (case study: Hara Protected Area). Int J Environ Sci Technol 18(8):2237–2250. https://doi.org/10.1007/s13762-021-03333-y
Sharma A (2015) A geographical study of Keoladeo National Park, Bharatpur (Rajasthan ) with using remote sensing and GIS. Int J Sci Eng Technol 3(6):201–210
Sharma BK, Kulshreshtha S, Rahmani A (2013) Faunal heritage of Rajasthan, India: conservation and management of vertebrates, vol 2. Springer
Sommerkorn M, Alidina H, Christie P, Evans S, Ewins P, Geitz M, Lombana A, Snider J, Spiridonov V, Stishov M (2011) Contribution of ecosystem restoration to the objectives of the CBD and a healthy planet for all people: CBD technical series No. 62. In: Secretariat of the convention on biological diversity (Issue 62)
Sugandh S, Joshi PK (2015) Evaluation of ecosystem services of Keoladeo National Park (Rajasthan, India) using geospatial tools. Unpublished Thesis
Tater NG, Toor G, Surana R, Chandra T (2023) The role of sacred eco heritage places in conserving traditional knowledge systems: the case of the Braj Region in India. ISVS E-J 10(5):113–134
Toor G, Chandra T (2021) Ecological areas and challenges of urbanization: a stride towards environmental restoration. In Addressing environmental challenges through spatial planning (pp. 219–236). IGI Global. https://doi.org/10.4018/978-1-7998-8331-9.ch011
Toor G, Tater NG, Chandra T (2023) Exploring recent trends in integrating urban planning and ecology. Environ Dev Sustain 0123456789. https://doi.org/10.1007/s10668-023-03448-x
Tovar CLM (2011) NDVI as indicator of degradation. Unasylva 62:39–46
Trzyna T (2007) Global urbanization and protected areas. California Institute of Public Affairs. http://www.ncbi.nlm.nih.gov/pubmed/12971682. Accessed 11 Sep 2019
Turner MG (2002) Learning landscape ecology. In Learn Landsc Ecol. https://doi.org/10.1007/b97339
USGS (2019) Landsat 8 data users handbook. In U.S. Geological Survey (Vol 5, Issue November). https://landsat.usgs.gov/documents/Landsat8DataUsersHandbook.pdf. Accessed 6 Sep 2022
UN-Habitat (2020) World cities report: the value of sustainable urbanization. https://doi.org/10.18356/c41ab67e-en
UNESCO (2017) Conservation outlook assessment: Keoladeo National Park. https://worldheritageoutlook.iucn.org/node/1011. Accessed 11 Sep 2019
Uuemaa E, Antrop M, Roosaare J, Marja R, Mander Ü (2009) Landscape metrics and indices: an overview of their use in landscape research. Living Rev Landsc Res 3:1–28. https://doi.org/10.12942/lrlr-2009-1
Verma M, Tiwari C, Anand S, Edgaonkar A, David A, Kadekodi G, Ninan KN, Sharma P, Panda P, Thatey Z (2019) Economic valuation of Tiger reserves in India: Phase II. (Issue July)
Verma T (2018) Role of planners to address the threats of National Parks in India. Case example: Keoladeo Ghana National Park, Bharatpur, Rajasthan, India. Int J Adv Mech Civ Eng 5(1):63–65
Wang Y, Yao Y, Ju M (2008) Wise use of wetlands: current state of protection and utilization of chinese wetlands and recommendations for improvement. Environ Manag 41(6):793–808. https://doi.org/10.1007/s00267-008-9072-z
Wyss O (2015) Sentinel-2 user handbook. In European Space Agency 2(1). https://doi.org/10.1021/ie51400a018
Xie H, Yao G, Liu G (2015) Spatial evaluation of the ecological importance based on GIS for environmental management: a case study in Xingguo county of China. Ecol Ind 51:3–12. https://doi.org/10.1016/j.ecolind.2014.08.042
Ying X, Zeng GM, Chen GQ, Tang L, Wang KL, Huang DY (2007) Combining AHP with GIS in synthetic evaluation of eco-environment quality-a case study of Hunan Province. China Ecol Model 209(2–4):97–109. https://doi.org/10.1016/j.ecolmodel.2007.06.007
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Toor, G., Tater, N.G. & Chandra, T. Assessing vegetation health in dry tropical forests of Rajasthan using remote sensing. Appl Geomat 16, 77–89 (2024). https://doi.org/10.1007/s12518-023-00541-8
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DOI: https://doi.org/10.1007/s12518-023-00541-8