Submitted:
06 April 2026
Posted:
08 April 2026
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Abstract
Keywords:
1. Introduction
2. Methods
2.1. Input Databases
2.2. Processes of Land Use/Cover Change at Regional Scale During the Period of 1976–2018
2.3. Rates of landcover/use change
2.4. Impacts of Biodiversity Loss by Land Cover/Use Change
3. Results
3.1. Processes of Land Cover/Use Change
3.2. Dynamics and the Main Processes of Land-Use Change
3.3. Rates of Land Cover/Use Change
3.4. Biodiversity Assessment
4. Discussion
4.1. Spatially Explicit Land Cover/Use Processes
4.2. Impact on Biodiversity
4.3. Outreach of Environmental Impact
4.4. Governability Side Effects
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Rockstrom, J.; Steffen, W.; Noone, K.; Persson, A.; Lambin, E.F.; Lenton, T.M.; Scheffer, M.; Folke, C.; Schellnhuber, H.J.; Nykvist, B.; de Wit, C.A.; Hughes, T.; van der Leeuw, S.; Rodhe, H.; Sorlin, S.; Snyder, P.K.; Costanza, R.; Svedin, U.; Falkenmark, M.; Karlberg, L.; Corell, R.W.; Fabry, V.J.; Hansen, J.; Walker, B.; Liverman, D.; Richardson, K.; Crutzen, P.; Foley, J.A. A safe operating space for humanity: identifying and quantifying planetary boundaries that must not be transgressed could help prevent human activities from causing unacceptable environmental change, argue Johan Rockstrom and colleagues. Nature 2009, 461, 472–476. [Google Scholar] [CrossRef]
- Richardson, K.; Steffen, W.; Lucht, W.; Bendtsen, J.; Cornell, S.E.; Donges, J.F.; Drüke, M.; Fetzer, I.; Bala, G.; Bloh, W.; Feulner, G.; Fiedler, S.; Gerten, D.; Gleeson, T.; Hofmann, M.; Huiskamp, W.; Kummu, M.; Mohan, C.; Nogués-Bravo, D.; Petri, S.; Miina Porkka, M.; Rahmstorf, S.; Schaphoff, S.; Thonicke, K.; Tobian, A.; Virkki, V.; Wang-Erlandsson, L.; Weber, L.; Rockström, J. Earth beyond six of nine planetary boundaries. Sci. adv. 2023, 9, eadh2458. [Google Scholar] [CrossRef] [PubMed]
- Hatab, A.A.; Cavinato, M.E.R.; Lindemer, A.; Lagerkvist, C.J. Urban sprawl, food security and agricultural systems in developing countries: A systematic review of the literature. Cities 2019, 94, 129–142. [Google Scholar] [CrossRef]
- Li, M.; Cao, Y.; Dai, J.; Song, J.; Liang, M.A. Comprehensive Review of Urban Expansion and Its Driving Factors. Land 2025, 14, 1534. [Google Scholar] [CrossRef]
- Dearing, J.A.; Braimoh, A.K.; Reenberg, A.; Turner, B.L.; Van der Leeuw, S. Complex land systems: the need for long time perspectives to assess their future. Ecol. and Soc. 2010, 15. [Google Scholar] [CrossRef]
- Velazquez, A.; Fregoso, A.; Siebe, C.; Gopar-Merino, F.; Morales-Casique, E.; Prado, B.; Marin-Castro, B.E.; Mora, L.; Reygadas, D.; Castro-López, V.; Few, R.; Aviles, C.; Lezama-Campos, L.; Morales, W.; Bell, D. Multiscale landscape analyses: The Megalopolis of Mexico as a case study. Environ. Dev. 2025, 56, 101262. [Google Scholar] [CrossRef]
- Genovese, D.; Candiloro, S.; D’Anna, A.; Dettori, M.; Restivo, V.; Amodio, E.; Casuccio, A. Urban sprawl and health: A review of the scientific literature. Environ. Res. Lett. 2023, 18, 083004. [Google Scholar] [CrossRef]
- Turner, B.L. Toward integrated land-change science: Advances in 1.5 decades of sustained international research on land-use and land-cover change. In Challenges of a Changing Earth: Proceedings of the Global Change Open Science Conference Amsterdam; The Netherlands, Steffen, W., Jäger, J., Carson, D.J., Bradshaw, C., Eds.; Springer-Verlag Berlin Heidelberg, New York, 2002, 10–13 July 2001; pp. 21–26. [Google Scholar]
- Lemos, M.C.; Agrawal, A. Environmental governance. Annu. Rev. Environ. Resour. 2006, 31, 297–325. [Google Scholar] [CrossRef]
- Chan, K.M.; Boyd, D.R.; Gould, R.K.; Jetzkowitz, J.; Liu, J.; Muraca, B.; Naidoo, R.; Olmsted, P.; Satterfield, T; Selomane, O.; Singh, G.G.; Sumaila, R.; Ngo, H.T.; Boedhihartono, A.K.; Agard, J.; de Aguiar, A.P.D.; Armenteras, D.; Balint, L.; Barrington-Leigh, C.; Cheung, W.W.L.; Díaz, S.; Driscoll, J.; Esler, K.; Eyster, H.; Gregr, E.J.; Hashimoto, S.; Hernández-Pedraza; Hickler, G.C.; Kok, T.; Lazarova, M.; Mohamed, T.; Murray-Hudson, A.A.A.; O’Farrell, M.; Palomo, P.; Saysel, I.; Seppelt, A.K.; Josef Settele, R.; Strassburg, J.; Xue, B.; Brondízio, D.E.S. Levers and leverage points for pathways to sustainability. People and Nature 2020, 2, 693–717. [Google Scholar] [CrossRef]
- Sauvé, S.; Bernard, S.; Sloan, P. Environmental sciences, sustainable development and circular economy: Alternative concepts for trans-disciplinary research. Environ. Dev. 2016, 17, 48–56. [Google Scholar] [CrossRef]
- Pontius, R.G.; Castella, J.; de Nijs, T.; Duan, Z.; Fotsing, E.; Goldstein, N.; Kok, K.; Koomen, E.; Lippitt, C.D.; McConnell, W.; Mohd Sood, A.; Pijanowski, B.; Verburg, P.; Veldkamp, A.T. Lessons and Challenges in Land Change Modeling Derived from Synthesis of Cross-Case Comparisons. In Trends in Spatial Analysis and Modelling: Decision-Support and Planning Strategies; Behnisch, M., Meinel, G., Eds.; Springer International Publishing: Cham, 2018; pp. 143–164. [Google Scholar]
- Verburg, P.H.; Alexander, P.; Evans, T.; Magliocca, N.R.; Malek, Z.; Rounsevell, M.D.; Van Vliet, J. Beyond land cover change: towards a new generation of land use models. Curr. Opin. Environ. Sustain. 2019, 38, 77–85. [Google Scholar] [CrossRef]
- Meyfroidt, P.; De Bremond, A.; Ryan, C.M.; Archer, E.; Aspinall, R.; Chhabra, A.; Camarai, G.; Corbera, E.; DeFriesm, R.; Diaz, S.; Dong, J.; Ellis, W.C.; Erb, K.H.; Fisher, J.A.; Garrett, R.D.; Golubiewsk, N.E.; Grau, H.R.; Groveu, J.M.; Haberl, H.; Heinimann, A.; Hostert, P.; Jobbagy, E.G.; Kerra, S.; Kuemmerle, T.; Lambin, E.F.; Lavoreldd, S.; Lelee; Mertzg, S.; Messerli, O.; Metternichti, P.; Munroej, G.; Nagendrakk, D.K.; Nielsen, H.; Ojimal, J. Ø.; Parkern, D.S.; Pascual, D.C.; Porterq, U.; Ramankuttyr, J.R.; Reenbergg, N.; Chowdhurys, A.; Setot, R.R.; Seufertu, K.C.; Shibataw, V.; Thomsonx, H.; Turner, A., II; Urabebb, B.L.; Veldkampcc, J.; Verburgu, T.; Zelekedd, P.H.; zu Ermgassena, G.K.H.J. Ten facts about land systems for sustainability. Proc. Natl. Acad. Sci. 2022, 119, e2109217118. [Google Scholar] [CrossRef]
- Kapoor, A. Changes in ecosystem service values due to urbanization in the national Capital Region of India (2005–2025). Discov. Cities 2026, 3, 16. [Google Scholar] [CrossRef]
- Ramavhunga, N. How urbanisation impacts the transmission of cultural knowledge and practices from one generation to the next within Vhavenda communities. Int. J. Res. Bus. Soc. Sci. 2025, 14, 313–322. [Google Scholar] [CrossRef]
- IPCC. Climate change 2022. Impacts, adaptation and vulnerability; Intergovernmental Panel on Climate Change: Alise Singer, 2022. [Google Scholar]
- Aguilar, A.G.; Flores, M.A.; Lara, L.F. Peri-urbanization and land use fragmentation in Mexico City. Informality, environmental deterioration, and ineffective urban policy. Front. Sustain. Cities 2022, 4, 790474. [Google Scholar] [CrossRef]
- Molina, L.T.; Molina, M.J. Improving air quality in megacities: Mexico City case study. Ann. N. Y. Acad. Sci. 2004, 1023, 142–158. [Google Scholar] [CrossRef] [PubMed]
- Jujnovsky, J.; González-Martínez, T.M.; Cantoral-Uriza, E.A.; Almeida-Leñero, L. Assessment of water supply as an ecosystem service in a rural-urban watershed in southwestern Mexico City. Environ. Manag. 2012, 49, 690–702. [Google Scholar] [CrossRef]
- FAO. Forest Resources Assessment 1990. Survey of tropical forest cover and study of change processes; Food and Agriculture Organization of the United Nation: Number 130; Rome, 1996. [Google Scholar]
- CONABIO. Sistema Nacional de Información sobre Biodiversidad (SNIB). Registros de ejemplares, versión 2024-12. Comisión Nacional para el Conocimiento y Uso de la Biodiversidad. México. 2024. Available online: http://www.snib.mx/ (accessed on 31 March 2026).
- The Global Biodiversity Information Facility. What is GBIF? Available online: https://www.gbif.org (accessed on 31 March 2026).
- Diario Oficial de la Federación. MODIFICACIÓN del Anexo Normativo III, Lista de especies en riesgo de la Norma Oficial Mexicana NOM-059-SEMARNAT-2010, Protección ambiental-Especies nativas de México de flora y fauna silvestres-Categorías de riesgo y especificaciones para su inclusión, exclusión o cambio-Lista de especies en riesgo; Diario Oficial de la Federación, Secretaría de Medio Ambiente y Recursos Naturales: México, 2019. [Google Scholar]
- Phillips, S.J.; Dudík, M. Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography 2008, 31, 161–175. [Google Scholar] [CrossRef]
- Royle, J.A.; Chandler, R.B.; Yackulic, C.; Nichols, J.D. Likelihood analysis of species occurrence probability from presence-only data for modelling species distributions. Meth. Ecol. Evol. 2012, 3, 545–554. [Google Scholar] [CrossRef]
- Swets, J.A. Signal detection theory and ROC analysis in psychology and diagnostics: Collected papers; Psychology Press: New York and London, 2014. [Google Scholar]
- Hausfather, Z. CMIP6: the next generation of climate models explained. Carbon Brief: Clear on Climate. Carbon Brief Ltd. 2019. Available online: https://www.carbonbrief. (accessed on 31 March 2026).
- Moilanen, A.; Lehtinen, P.; Kohonen, I.; Jalkanen, J.; Virtanen, E.A.; Kujala, H. Zonation 5 v1.0rc2 (release candidate 2) software upload. Zenodo 2022. [Google Scholar]
- Lehtomäki, J.; Moilanen, A. Methods and workflow for spatial conservation prioritization using Zonation. Environ. Model. Software 2013, 47, 128–137. [Google Scholar] [CrossRef]
- Velázquez, A; Bocco, G.; Romero, F.J.; Vega, A.P. A landscape perspective on biodiversity conservation. The case of Central Mexico. Mt. Res. Dev. 2003, 23, 240–246. [Google Scholar] [CrossRef]
- Velazquez, A.; Romero-Malpica, F. Biodiversidad de la región de montaña del sur de la Cuenca de México; Universidad Autónoma Metropolitana, Secretaria del Medio Ambiente: Mexico, 1998. [Google Scholar]
- Tóth, G. Impact of land-take on the land resource base for crop production in the European Union. Sci. Total Environ. 2012, 435, 202–214. [Google Scholar] [CrossRef]
- Bren d’Amour, C.; Reitsma, F.; Baiocchi, G.; Barthel, S.; Güneralp, B.; Erb, K.H.; Haberlh, H.; Creutziga, F.; Seto, K.C. Future urban land expansion and implications for global croplands. Proc. Natl Acad. Sci. 2017, 114, 8939–8944. [Google Scholar] [CrossRef]
- Van Vliet, J. Direct and indirect loss of natural area from urban expansion. Nat. Sustain. 2019, 2, 755–763. [Google Scholar] [CrossRef]
- Chen, M.; Chen, L.; Cheng, J.; Yu, J. Identifying interlinkages between urbanization and Sustainable Development Goals. Geogr. Sustain. 2022, 3, 339–346. [Google Scholar] [CrossRef]
- Koleff, P.; Urquiza-Haas, T.; Ruiz-GonzáLEZ, S.P.; Hernández-Robles, D.R.; Mastretta-Yanes, A.; Quintero, E.; Sarukhán, J. Biodiversity in Mexico: State of knowledge Global Biodiversity; Pullaiah, T., Ed.; Apple Academic Press: New York, 2018; p. pp. 53. [Google Scholar]
- Brechin, S.R.; Fortwangler, C.L.; Wilshusen, P.R.; West, P.C. Contested Nature: Promoting International Biodiversity with Social Justice in the Twenty-first Century; SUNY Press: Albany, NY, 2003. [Google Scholar]
- Registro Agrario Nacional (RAN). El Atlas de la Propiedad Social de la Tierra en México 2024: guía cartográfica completa sobre ejidos y comunidades en el país. México, 2024. Available online: https://www.gob.mx/ran/articulos/el-atlas-de-la-propiedad-social-de-la-tierra-en-mexico-2024-guia-cartografica-completa-sobre-ejidos-y-comunidades-en-el-pais (accessed on 31 March 2026).
- Göpel, J; Schu¨ngel, J; Stuch, B; Schaldach, R. Assessing the effects of agricultural intensification on natural habitats and biodiversity in Southern Amazonia. In PLoS ONE; Mirko Di, Ed.; 2020; Volume 15, 11. [Google Scholar] [CrossRef]
- Alcántara Onofre, S. Urban Agriculture and Landscape in Mexico City Between History and Innovation. In AgriCultura: Urban Agriculture and the Heritage Potential of Agrarian Landscape; Scazzosi, L., Branduini, P., Eds.; Springer International Publishing: Cham., 2020; pp. 79–96. [Google Scholar]




| Processes of land use change | Area (km2) | Percentage (%) |
|---|---|---|
| Human settlement encroachment | 1,892 | 35.07 |
| Rural encroachment | 401 | 7.43 |
| Afforestation | 30 | 0.57 |
| Water body loss | 6 | 0.11 |
| Permanency | 3,065 | 56.82 |
| Total | 5,395 | 100.00 |
| Cover type | Area Km2 (T1 - 1976) |
Area Km2 (T2 - 2018) |
Rate of change | Gross % of change |
|---|---|---|---|---|
| Native forest | 2,342 | 1,854 | -0.56 | -20.84 |
| Native grassland and shrubland | 461 | 165 | -2.42 | -64.21 |
| Cropland | 2,342 | 1,236 | -1.51 | -47.22 |
| Human settlements | 235 | 2,132 | 5.40 | +807.23 |
| Water bodies | 14 | 8 | -1.27 | -42.86 |
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