IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v446y2021ics0304380021000673.html
   My bibliography  Save this article

Improved simulation of plant-animal interactions in African savannas with the extended land use change model LUCIA

Author

Listed:
  • Warth, Benjamin
  • Marohn, Carsten
  • Asch, Folkard

Abstract

Process-based modelling is needed to assess potential ecological impacts of large-scale intensification of African savanna rangelands and to investigate major processes involved, that cannot be tested on appropriate temporal and spatial scales at field level. To date, modelling conversion or integration of crop- and pasture-based systems in savanna ecosystems is not possible at the necessary level of detail. The Land Use Change Impact Assessment tool (LUCIA) dynamically simulates spatially explicit impacts of land-use change on ecosystem functions within a grid-based landscape. We added a physiologically detailed source-sink plant growth module with growth reserves, dynamic biomass partitioning, and dormancy to LUCIA to simulate a grazed rangeland vegetation in Borana, Ethiopia. Grass and tree growth, validated against measured above-ground biomass time series were most sensitive to dormancy break or induction parameters that control the growing period under strong rainfall seasonality. A moderate stocking rate of cattle allowed pasture persistence and continuous fodder production. Overgrazing caused depletion of root and tree stem growth reserves that were needed for seasonal regrowth. Consequently, pasture degraded due to reduced regrowth capacity and reserve replenishment. Physiological processes are well represented, laying the foundation for integration of further ecological processes, such as tree recruitment, bush encroachment, and plant community shifts.

Suggested Citation

  • Warth, Benjamin & Marohn, Carsten & Asch, Folkard, 2021. "Improved simulation of plant-animal interactions in African savannas with the extended land use change model LUCIA," Ecological Modelling, Elsevier, vol. 446(C).
  • Handle: RePEc:eee:ecomod:v:446:y:2021:i:c:s0304380021000673
    DOI: 10.1016/j.ecolmodel.2021.109496
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304380021000673
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolmodel.2021.109496?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. Tomislav Hengl & Jorge Mendes de Jesus & Gerard B M Heuvelink & Maria Ruiperez Gonzalez & Milan Kilibarda & Aleksandar Blagotić & Wei Shangguan & Marvin N Wright & Xiaoyuan Geng & Bernhard Bauer-Marsc, 2017. "SoilGrids250m: Global gridded soil information based on machine learning," PLOS ONE, Public Library of Science, vol. 12(2), pages 1-40, February.
    2. Corson, Michael S. & Skinner, R. Howard & Rotz, C. Alan, 2006. "Modification of the SPUR rangeland model to simulate species composition and pasture productivity in humid temperate regions," Agricultural Systems, Elsevier, vol. 87(2), pages 169-191, February.
    3. Fust, Pascal & Schlecht, Eva, 2018. "Integrating spatio-temporal variation in resource availability and herbivore movements into rangeland management: RaMDry—An agent-based model on livestock feeding ecology in a dynamic, heterogeneous, ," Ecological Modelling, Elsevier, vol. 369(C), pages 13-41.
    4. Michael Morris & Gunnar Larson, 2009. "Awakening Africa’s Sleeping Giant : Prospects for Commercial Agriculture in the Guinea Savannah Zone and Beyond," World Bank Publications - Reports 9493, The World Bank Group.
    5. Oomen, Roelof J. & Ewert, Frank & Snyman, Hennie A., 2016. "Modelling rangeland productivity in response to degradation in a semi-arid climate," Ecological Modelling, Elsevier, vol. 322(C), pages 54-70.
    6. Tuffa, Samuel & Treydte, Anna C., 2017. "Modeling Boran cattle populations under climate change and varying carrying capacity," Ecological Modelling, Elsevier, vol. 352(C), pages 113-127.
    7. Ditmar Bernardo Kurtz & Marcus Giese & Folkard Asch & Saskia Helen Windisch & María Cristina Goldfarb, 2018. "Effects of High Impact Grazing on Species Diversity and Plant Functional Groups in Grasslands of Northern Argentina," Sustainability, MDPI, vol. 10(9), pages 1-18, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Marohn, Carsten & Troost, Christian & Warth, Benjamin & Bateki, Christian & Zijlstra, Mink & Anwar, Faizan & Williams, Benjamin & Descheemaeker, Katrien & Berger, Thomas & Asch, Folkard & Dickhoefer, , 2022. "Coupled biophysical and decision-making processes in grassland systems in East African savannahs – A modelling framework," Ecological Modelling, Elsevier, vol. 474(C).

    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. Marohn, Carsten & Troost, Christian & Warth, Benjamin & Bateki, Christian & Zijlstra, Mink & Anwar, Faizan & Williams, Benjamin & Descheemaeker, Katrien & Berger, Thomas & Asch, Folkard & Dickhoefer, , 2022. "Coupled biophysical and decision-making processes in grassland systems in East African savannahs – A modelling framework," Ecological Modelling, Elsevier, vol. 474(C).
    2. Elliott R. Dossou-Yovo & Sander J. Zwart & Amadou Kouyaté & Ibrahima Ouédraogo & Oladele Bakare, 2018. "Predictors of Drought in Inland Valley Landscapes and Enabling Factors for Rice Farmers’ Mitigation Measures in the Sudan-Sahel Zone," Sustainability, MDPI, vol. 11(1), pages 1-17, December.
    3. Huang, Yawen & Tao, Bo & Lal, Rattan & Lorenz, Klaus & Jacinthe, Pierre-Andre & Shrestha, Raj K. & Bai, Xiongxiong & Singh, Maninder P. & Lindsey, Laura E. & Ren, Wei, 2023. "A global synthesis of biochar's sustainability in climate-smart agriculture - Evidence from field and laboratory experiments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 172(C).
    4. Mark A. Anthony & Leho Tedersoo & Bruno Vos & Luc Croisé & Henning Meesenburg & Markus Wagner & Henning Andreae & Frank Jacob & Paweł Lech & Anna Kowalska & Martin Greve & Genoveva Popova & Beat Frey , 2024. "Fungal community composition predicts forest carbon storage at a continental scale," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    5. Tong Qiu & Robert Andrus & Marie-Claire Aravena & Davide Ascoli & Yves Bergeron & Roberta Berretti & Daniel Berveiller & Michal Bogdziewicz & Thomas Boivin & Raul Bonal & Don C. Bragg & Thomas Caignar, 2022. "Limits to reproduction and seed size-number trade-offs that shape forest dominance and future recovery," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    6. Joachim Maes & Adrián G. Bruzón & José I. Barredo & Sara Vallecillo & Peter Vogt & Inés Marí Rivero & Fernando Santos-Martín, 2023. "Accounting for forest condition in Europe based on an international statistical standard," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    7. Telmo José Mendes & Diego Silva Siqueira & Eduardo Barretto Figueiredo & Ricardo de Oliveira Bordonal & Mara Regina Moitinho & José Marques Júnior & Newton La Scala Jr., 2021. "Soil carbon stock estimations: methods and a case study of the Maranhão State, Brazil," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(11), pages 16410-16427, November.
    8. Joachim Eisenberg & Fabrice A. Muvundja, 2020. "Quantification of Erosion in Selected Catchment Areas of the Ruzizi River (DRC) Using the (R)USLE Model," Land, MDPI, vol. 9(4), pages 1-18, April.
    9. repec:hal:spmain:info:hdl:2441/53gvesh9a58lq804hmvlk76n1l is not listed on IDEAS
    10. Banerjee, Onil & Crossman, Neville & Vargas, Renato & Brander, Luke & Verburg, Peter & Cicowiez, Martin & Hauck, Jennifer & McKenzie, Emily, 2020. "Global socio-economic impacts of changes in natural capital and ecosystem services: State of play and new modeling approaches," Ecosystem Services, Elsevier, vol. 46(C).
    11. Iglesias, Eva & Báez, Karen & Diaz-Ambrona, Carlos H., 2016. "Assessing drought risk in Mediterranean Dehesa grazing lands," Agricultural Systems, Elsevier, vol. 149(C), pages 65-74.
    12. Peter Bossew & Giorgia Cinelli & Giancarlo Ciotoli & Quentin G. Crowley & Marc De Cort & Javier Elío Medina & Valeria Gruber & Eric Petermann & Tore Tollefsen, 2020. "Development of a Geogenic Radon Hazard Index—Concept, History, Experiences," IJERPH, MDPI, vol. 17(11), pages 1-23, June.
    13. Carlos Manuel Hernández & Aliou Faye & Mamadou Ousseynou Ly & Zachary P. Stewart & P. V. Vara Prasad & Leonardo Mendes Bastos & Luciana Nieto & Ana J. P. Carcedo & Ignacio Antonio Ciampitti, 2021. "Soil and Climate Characterization to Define Environments for Summer Crops in Senegal," Sustainability, MDPI, vol. 13(21), pages 1-17, October.
    14. Ravic Nijbroek & Kristin Piikki & Mats Söderström & Bas Kempen & Katrine G. Turner & Simeon Hengari & John Mutua, 2018. "Soil Organic Carbon Baselines for Land Degradation Neutrality: Map Accuracy and Cost Tradeoffs with Respect to Complexity in Otjozondjupa, Namibia," Sustainability, MDPI, vol. 10(5), pages 1-20, May.
    15. Nancy L. Harris & David A. Gibbs & Alessandro Baccini & Richard A. Birdsey & Sytze Bruin & Mary Farina & Lola Fatoyinbo & Matthew C. Hansen & Martin Herold & Richard A. Houghton & Peter V. Potapov & D, 2021. "Global maps of twenty-first century forest carbon fluxes," Nature Climate Change, Nature, vol. 11(3), pages 234-240, March.
    16. Fritz, Steffen & See, Linda & Bayas, Juan Carlos Laso & Waldner, François & Jacques, Damien & Becker-Reshef, Inbal & Whitcraft, Alyssa & Baruth, Bettina & Bonifacio, Rogerio & Crutchfield, Jim & Rembo, 2019. "A comparison of global agricultural monitoring systems and current gaps," Agricultural Systems, Elsevier, vol. 168(C), pages 258-272.
    17. Mulenga Kalumba & Edwin Nyirenda & Imasiku Nyambe & Stefaan Dondeyne & Jos Van Orshoven, 2022. "Machine Learning Techniques for Estimating Hydraulic Properties of the Topsoil across the Zambezi River Basin," Land, MDPI, vol. 11(4), pages 1-22, April.
    18. Nouri, Milad & Homaee, Mehdi & Pereira, Luis S. & Bybordi, Mohammad, 2023. "Water management dilemma in the agricultural sector of Iran: A review focusing on water governance," Agricultural Water Management, Elsevier, vol. 288(C).
    19. Sándor Koós & Béla Pirkó & Gábor Szatmári & Péter Csathó & Marianna Magyar & József Szabó & Nándor Fodor & László Pásztor & Annamária Laborczi & Klára Pokovai & Anita Szabó, 2021. "Influence of the Shortening of the Winter Fertilization Prohibition Period in Hungary Assessed by Spatial Crop Simulation Analysis," Sustainability, MDPI, vol. 13(1), pages 1-15, January.
    20. Amirhossein Hassani & Adisa Azapagic & Nima Shokri, 2021. "Global predictions of primary soil salinization under changing climate in the 21st century," Nature Communications, Nature, vol. 12(1), pages 1-17, December.
    21. Hjelkrem, Anne-Grete Roer & Eikemo, Håvard & Le, Vinh Hong & Hermansen, Arne & Nærstad, Ragnhild, 2021. "A process-based model to forecast risk of potato late blight in Norway (The Nærstad model): model development, sensitivity analysis and Bayesian calibration," Ecological Modelling, Elsevier, vol. 450(C).

    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:446:y:2021:i:c:s0304380021000673. 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.