IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v458y2021ics0304380021002490.html
   My bibliography  Save this article

Searching for ecology in species distribution models in the Himalayas

Author

Listed:
  • Bobrowski, Maria
  • Weidinger, Johannes
  • Schwab, Niels
  • Schickhoff, Udo

Abstract

Modelling species across vast distributions in remote, high mountain regions like the Himalayas remains a challenging task. Challenges include, first and foremost, large-scale sampling of species occurrences and acquisition of sufficient high quality, fine-scale environmental parameters. We compiled a review of 157 Himalayan studies published between 2010 and 2021, aiming at identifying their main modelling objective in relation to the conceptualization of their methodological framework, evaluating origin of species occurrence data, taxonomic groups, spatial and temporal scale, selection of predictor variables and applied modelling algorithms. The majority of the analysed studies (40%) attempted to answer questions about potential range changes under future or past climatic conditions. The most studied organisms were trees (27%), followed by mammals (22%), herbaceous plants (20%), and birds (9%).

Suggested Citation

  • Bobrowski, Maria & Weidinger, Johannes & Schwab, Niels & Schickhoff, Udo, 2021. "Searching for ecology in species distribution models in the Himalayas," Ecological Modelling, Elsevier, vol. 458(C).
    • Handle: RePEc:eee:ecomod:v:458:y:2021:i:c:s0304380021002490
    DOI: 10.1016/j.ecolmodel.2021.109693
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304380021002490
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ecolmodel.2021.109693?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Naia Morueta-Holme & Meagan F. Oldfather & Rachael L. Olliff-Yang & Andrew P. Weitz & Carrie R. Levine & Matthew M. Kling & Erin C. Riordan & Cory Merow & Seema N. Sheth & Andrew H. Thornhill & David , 2018. "Best practices for reporting climate data in ecology," Nature Climate Change, Nature, vol. 8(2), pages 92-94, February.
    2. Alaaeldin Soultan & Kamran Safi, 2017. "The interplay of various sources of noise on reliability of species distribution models hinges on ecological specialisation," PLOS ONE, Public Library of Science, vol. 12(11), pages 1-19, November.
    3. Uttam Babu Shrestha & Kamaljit S Bawa, 2014. "Impact of Climate Change on Potential Distribution of Chinese Caterpillar Fungus (Ophiocordyceps sinensis) in Nepal Himalaya," PLOS ONE, Public Library of Science, vol. 9(9), pages 1-11, September.
    4. Soria-Auza, Rodrigo W. & Kessler, Michael & Bach, Kerstin & Barajas-Barbosa, Paola M. & Lehnert, Marcus & Herzog, Sebastian K. & Böhner, Jürgen, 2010. "Impact of the quality of climate models for modelling species occurrences in countries with poor climatic documentation: a case study from Bolivia," Ecological Modelling, Elsevier, vol. 221(8), pages 1221-1229.
    5. Saupe, E.E. & Barve, V. & Myers, C.E. & Soberón, J. & Barve, N. & Hensz, C.M. & Peterson, A.T. & Owens, H.L. & Lira-Noriega, A., 2012. "Variation in niche and distribution model performance: The need for a priori assessment of key causal factors," Ecological Modelling, Elsevier, vol. 237, pages 11-22.
    6. Schuwirth, Nele & Borgwardt, Florian & Domisch, Sami & Friedrichs, Martin & Kattwinkel, Mira & Kneis, David & Kuemmerlen, Mathias & Langhans, Simone D. & Martínez-López, Javier & Vermeiren, Peter, 2019. "How to make ecological models useful for environmental management," Ecological Modelling, Elsevier, vol. 411(C).
    7. Singh, Aditya & Kushwaha, S.P.S., 2011. "Refining logistic regression models for wildlife habitat suitability modeling—A case study with muntjak and goral in the Central Himalayas, India," Ecological Modelling, Elsevier, vol. 222(8), pages 1354-1366.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Brias, Antoine & Munch, Stephan B., 2021. "Ecosystem based multi-species management using Empirical Dynamic Programming," Ecological Modelling, Elsevier, vol. 441(C).
    2. Mosai, Alseno K. & Tokwana, Bontle C. & Tutu, Hlanganani, 2022. "Computer simulation modelling of the simultaneous adsorption of Cd, Cu and Cr from aqueous solutions by agricultural clay soil: A PHREEQC geochemical modelling code coupled to parameter estimation (PE," Ecological Modelling, Elsevier, vol. 465(C).
    3. Christophe Botella & Alexis Joly & Pascal Monestiez & Pierre Bonnet & François Munoz, 2020. "Bias in presence-only niche models related to sampling effort and species niches: Lessons for background point selection," PLOS ONE, Public Library of Science, vol. 15(5), pages 1-18, May.
    4. Uttam Babu Shrestha & Asheshwor Man Shrestha & Suman Aryal & Sujata Shrestha & Madhu Sudan Gautam & Hemant Ojha, 2019. "Climate change in Nepal: a comprehensive analysis of instrumental data and people’s perceptions," Climatic Change, Springer, vol. 154(3), pages 315-334, June.
    5. Di Pirro, E. & Sallustio, L. & Capotorti, G. & Marchetti, M. & Lasserre, B., 2021. "A scenario-based approach to tackle trade-offs between biodiversity conservation and land use pressure in Central Italy," Ecological Modelling, Elsevier, vol. 448(C).
    6. Choden, Kunzang & Nitschke, Craig R. & Stewart, Stephen B. & Keenan, Rodney J., 2021. "The potential impacts of climate change on the distribution of key tree species and Cordyceps in Bhutan: Implications for ecological functions and rural livelihoods," Ecological Modelling, Elsevier, vol. 455(C).
    7. Upendra Bom & John Tiefenbacher & Shashidhar Belbase, 2023. "Individual and community perceptions of climate change in Lower Mustang, Nepal," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 5997-6031, July.
    8. Wu, Haoran, 2024. "ecode: An R package to investigate community dynamics in ordinary differential equation systems," Ecological Modelling, Elsevier, vol. 491(C).
    9. Haider, Saira M. & Benscoter, Allison M. & Pearlstine, Leonard & D'Acunto, Laura E. & Romañach, Stephanie S., 2021. "Landscape-scale drivers of endangered Cape Sable Seaside Sparrow (Ammospiza maritima mirabilis) presence using an ensemble modeling approach," Ecological Modelling, Elsevier, vol. 461(C).
    10. Herkt, K. Matthias B. & Barnikel, Günter & Skidmore, Andrew K. & Fahr, Jakob, 2016. "A high-resolution model of bat diversity and endemism for continental Africa," Ecological Modelling, Elsevier, vol. 320(C), pages 9-28.
    11. Haag, Fridolin & Chennu, Arjun, 2023. "Assessing whether decisions are more sensitive to preference or prediction uncertainty with a value of information approach," Omega, Elsevier, vol. 121(C).
    12. Hanna Czaja-Cieszynska, 2021. "Determination Climate-Related Information Reporting on the Example of Selected Polish Listed Companies," European Research Studies Journal, European Research Studies Journal, vol. 0(2B), pages 979-993.
    13. Sutton, G.F. & Martin, G.D., 2022. "Testing MaxEnt model performance in a novel geographic region using an intentionally introduced insect," Ecological Modelling, Elsevier, vol. 473(C).
    14. Callesen, I. & Magnussen, A., 2021. "TransparC2U–A two-pool, pedology oriented forest soil carbon simulation model aimed at user investigations of multiple uncertainties," Ecological Modelling, Elsevier, vol. 453(C).
    15. Chollet Ramampiandra, Emma & Scheidegger, Andreas & Wydler, Jonas & Schuwirth, Nele, 2023. "A comparison of machine learning and statistical species distribution models: Quantifying overfitting supports model interpretation," Ecological Modelling, Elsevier, vol. 481(C).
    16. Holloway, Paul & Miller, Jennifer A., 2017. "A quantitative synthesis of the movement concepts used within species distribution modelling," Ecological Modelling, Elsevier, vol. 356(C), pages 91-103.
    17. Yuncheng Zhao & Mingyue Zhao & Lei Zhang & Chunyi Wang & Yinlong Xu, 2021. "Predicting Possible Distribution of Tea ( Camellia sinensis L.) under Climate Change Scenarios Using MaxEnt Model in China," Agriculture, MDPI, vol. 11(11), pages 1-18, November.
    18. Acosta-Arreola, Jaime & Domínguez-Hüttinger, Elisa & Aguirre, Pablo & González, Nicolás & Meave, Jorge A., 2023. "Predicting dynamic trajectories of a protected plant community under contrasting conservation regimes: Insights from data-based modelling," Ecological Modelling, Elsevier, vol. 484(C).
    19. Lu, Chun Yan & Gu, Wei & Dai, Ai Hua & Wei, Hai Yan, 2012. "Assessing habitat suitability based on geographic information system (GIS) and fuzzy: A case study of Schisandra sphenanthera Rehd. et Wils. in Qinling Mountains, China," Ecological Modelling, Elsevier, vol. 242(C), pages 105-115.
    20. Jesús Aguirre-Gutiérrez & Luísa G Carvalheiro & Chiara Polce & E Emiel van Loon & Niels Raes & Menno Reemer & Jacobus C Biesmeijer, 2013. "Fit-for-Purpose: Species Distribution Model Performance Depends on Evaluation Criteria – Dutch Hoverflies as a Case Study," PLOS ONE, Public Library of Science, vol. 8(5), pages 1-11, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecomod:v:458:y:2021:i:c:s0304380021002490. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/ecological-modelling .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.