Land system science for global environmental change and sustainability: Advances, challenges, and future directions

Ronald C. Estoque , Jianguo Wu , Peter H. Verburg

Geography and Sustainability ›› 2026, Vol. 7 ›› Issue (2) : 100415

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Geography and Sustainability ›› 2026, Vol. 7 ›› Issue (2) :100415 DOI: 10.1016/j.geosus.2026.100415
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Land system science for global environmental change and sustainability: Advances, challenges, and future directions
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Abstract

Land System Science (LSS) has evolved as a core interdisciplinary field within human-environment system research, with a particular focus on land use and land cover change (LUCC). This article reviews the emergence of LSS, explores its roles in social-ecological research on global environmental change and sustainability, and discusses its challenges and future directions. We develop a conceptual framework that highlights the role of LSS in informing sustainable land management and assessing its impacts on interrelated social-ecological goals (sustainability, resilience, and quality of life, including wellbeing) for transformative planning and governance. To ensure the continued progress of the field and its ability to address evolving global challenges, LSS needs to better implement a systems-based approach through novel methodological developments, deepen the understanding of LUCC complexities, emphasize strong sustainability, bridge global-local gaps, and enhance the science-policy interface. In addition, while LSS is inherently interdisciplinary, its progress requires further broadening and deepening of collaboration and integration among contributing disciplines.

Keywords

Land use and land cover / Land change / Deforestation / Cropland expansion / Urbanization / Human-environment system / Sustainability

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Ronald C. Estoque, Jianguo Wu, Peter H. Verburg. Land system science for global environmental change and sustainability: Advances, challenges, and future directions. Geography and Sustainability, 2026, 7(2): 100415 DOI:10.1016/j.geosus.2026.100415

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CRediT authorship contribution statement

Ronald C. Estoque: Writing - review & editing, Writing - original draft, Visualization, Conceptualization. Jianguo Wu: Writing - review & editing. Peter H. Verburg: Writing - review & editing.

Declaration of competing interests

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

The second and third authors are Editorial Board Members of this journal and were not involved in the editorial review or the decision to publish this article.

Acknowledgements

This work was supported by the Japan Society for the Promotion of Science (JSPS) through its Grants-in-Aid for Scientific Research (KAKENHI) Program: Grant-in-Aid for Scientific Research (C) (Number 22K01038, Principal Investigator: Ronald C. Estoque) and (B) (Number 24K01817, Principal Investigator: Shoji Hashimoto). The views expressed in this paper are of the authors and do not necessarily reflect the positions of their respective institutions and the funder. The authors acknowledge the anonymous reviewers for their constructive comments and suggestions.

References

[1]

Agarwal P., Sahoo D., Parida Y., Ranjan Paltasingh K., Roy Chowdhury J., 2023. Land use changes and natural disaster fatalities: empirical analysis for India. Ecol. Indic. 154, 110525. doi: 10.1016/j.ecolind.2023.110525.

[2]

Alexander P., Henry R., Rabin S., Arneth A., Rounsevell M., 2023. Mapping the shared socio-economic pathways onto the Nature Futures Framework at the global scale. Sustain. Sci. doi: 10.1007/s11625-023-01415-z.

[3]

Anguelovski I., Corbera E., Conde M., Walter M., Sekulova F., Kotsila P., Pascual U., Brockington D., 2025. The activism responsibility of climate scientists and the value of science-based activism. npj Clim. Action 4, 40. doi: 10.1038/s44168-025-00241-6.

[4]

Appelt J.L., Garcia Rojas D.C., Verburg P.H., van Vliet J., 2022. Socioeconomic outcomes of agricultural land use change in Southeast Asia. Ambio 51 (5), 1094-1109. doi: 10.1007/s13280-022-01712-4.

[5]

Bai X..M., Hasan S., Andersen L.S., Bjørn A., Kilkiş Ş., Ospina D., Liu J.G., Cornell S.E., Sabag Muñoz O., de Bremond A., Crona B., DeClerck F., Gupta J., Hoff H., Nakicenovic N., Obura D., Whiteman G., Broadgate W., Lade S.J., Rocha J., Rockström J., Stewart-Koster B., van Vuuren D., Zimm C., 2024. Translating Earth system boundaries for cities and businesses. Nat. Sustain. 7, 108-119. doi: 10.1038/s41893-023-01255-w.

[6]

Beier P., Hansen L.J., Helbrecht L., Behar D., 2017. A how-to guide for coproduction of actionable science. Conserv. Lett. 10, 288-296. doi: 10.1111/conl.12300.

[7]

Brannstrom C., Vadjunec J., 2013. Notes for avoiding a missed opportunity in sustainability science:integrating land change science and political ecology. In: Brannstrom C., Vadjunec J. ( Land Change Science, Political Ecology and Sustainability.Eds.), Routledge, London, pp. 23-45. doi: 10.4324/9780203107454-9.

[8]

Brondizio E.S., O’Brien K., Bai X.M., Biermann F., Steffen W., Berkhout F., Cudennec C., Lemos M.C., Wolfe A., Palma-Oliveira J., Chen C.A., 2016. Reconceptualizing the Anthropocene: a call for collaboration. Glob. Environ. Change 39, 318-327. doi: 10.1016/j.gloenvcha.2016.02.006.

[9]

Brondizio E.S., Ostrom E., Young O.R., 2009. Connectivity and the governance of multilevel social-ecological systems: the role of social capital. Annu Rev. Environ. Resour. 34, 253-278. doi: 10.1146/annurev.environ.020708.100707.

[10]

Buhaug H., Vestby J., 2019. On growth projections in the Shared Socioeconomic Pathways. Glob. Environ. Polit. 19, 118-132. doi: 10.1162/glep_a_00525.

[11]

Campos P.B.R., de Almeida C.M., de Queiroz A.P., 2018. Educational infrastructure and its impact on urban land use change in a peri-urban area: a cellular-automata based approach. Land Use Policy 79, 774-788. doi: 10.1016/j.landusepol.2018.08.036.

[12]

Carr D.L., Suter L., Barbieri A., 2005. Population dynamics and tropical deforestation: state of the debate and conceptual challenges. Popul. Environ. 27 (1), 89-113. doi: 10.1007/s11111-005-0014-x.

[13]

Chazdon R., Brancalion P., 2019. Restoring forests as a means to many ends. Science ( 1979) 365 (6448), 24-25. doi: 10.1126/science.aax9539.

[14]

Chen G.Z., Li X., Liu X.P., Chen Y.M., Liang X., Leng J.Y., Xu X.C., Liao W.L., Qiu Y.A., Wu Q.L., Huang K.N., 2020. Global projections of future urban land expansion under shared socioeconomic pathways. Nat. Commun. 11, 537. doi: 10.1038/s41467-020-14386-x.

[15]

Chrisendo D., Krishna V.V., Siregar H., Qaim M., 2020. Land-use change, nutrition, and gender roles in Indonesian farm households. For. Policy Econ. 118, 102245. doi: 10.1016/j.forpol.2020.102245.

[16]

Costanza R., d’Arge R., de Groot R., Farber S., Grasso M., Hannon B., Limburg K., Naeem S., O’Neill R.V., Paruelo J., Raskin R.G., Sutton P., van den Belt M., 1997. The value of the world’s ecosystem services and natural capital. Nature 387 (6630), 253-260. doi: 10.1038/387253a0.

[17]

Costanza R., Fisher B., Ali S., Beer C., Bond L., Boumans R., Danigelis N.L., Dickinson J., Elliott C., Farley J., Gayer D.E., Glenn L.M., Hudspeth T., Mahoney D., McCahill L., McIntosh B., Reed B., Abu Turab Rizvi S., Rizzo D.M., Simpatico T., Snapp R., 2007. Quality of life: an approach integrating opportunities, human needs, and subjective well-being. Ecol. Econ. 61, 267-276. doi: 10.1016/j.ecolecon.2006.02.023.

[18]

Creutzig F., 2017. Govern land as a global commons. Nature 546 (7656), 28-29. doi: 10.1038/546028a.

[19]

Crossman N.D., Burkhard B., Nedkov S., Willemen L., Petz K., Palomo I., Drakou E.G., Martín-Lopez B., McPhearson T., Boyanova K., Alkemade R., Egoh B., Dunbar M.B., Maes J., 2013. A blueprint for mapping and modelling ecosystem services. Ecosyst. Serv. 4, 4-14. doi: 10.1016/j.ecoser.2013.02.001.

[20]

Daily G.C., 1997. Nature’s Services: Societal Dependence on Natural Ecosystems. Island Press.

[21]

Daly H.E., 1995. On Wilfred Beckerman’s critique of sustainable development. Environ. Values 4 (1), 49-55. doi: 10.1177/096327199500400.

[22]

Dearing J.A., Wang R., Zhang K., Dyke J.G., Haberl H., Hossain M.S., Langdon P.G., Lenton T.M., Raworth K., Brown S., Carstensen J., Cole M.J., Cornell S.E., Dawson T.P., Doncaster C.P., Eigenbrod F., Flörke M., Jeffers E., MacKay A.W., Nykvist B., Poppy G.M., 2014. Safe and just operating spaces for regional social-ecological systems. Glob. Environ. Change 28, 227-238. doi: 10.1016/j.gloenvcha.2014.06.012.

[23]

Díaz S., Settele J., Brondízio E.S., Ngo H.T., Agard J., Arneth A., Balvanera P., Brauman K.A., Butchart S.H.M., Chan K.M.A., Garibaldi L.A., Ichii K., Liu J.G., Subramanian S.M., Midgley G.F., Miloslavich P., Molnár Z., Obura D., Pfaff A., Polasky S., Purvis A., Razzaque J., Reyers B., Chowdhury R.R., Shin Y.J., Visseren- Hamakers I., Willis K.J., Zayas C.N., 2019. Pervasive human-driven decline of life on Earth points to the need for transformative change. Science 366 (6471), eaax3100. doi: 10.1126/science.aax3100.

[24]

Dinerstein E., Vynne C., Sala E., Joshi A.R., Fernando S., Lovejoy T.E., Mayorga J., Olson D., Asner G.P., Baillie J.E.M., Burgess N.D., Burkart K., Noss R.F., Zhang Y.P., Baccini A., Birch T., Hahn N., Joppa L.N., Wikramanayake E., 2019. A global deal for nature: guiding principles, milestones, and targets. Sci. Adv. 5 (4), eaaw2869. doi: 10.1126/sciadv.aaw2869.

[25]

Domingo D., Palka G., Hersperger A.M., 2021. Effect of zoning plans on urban land-use change: a multi-scenario simulation for supporting sustainable urban growth. Sust. Cities Soc. 69, 102833. doi: 10.1016/j.scs.2021.102833.

[26]

Ekins P., Folke C., De Groot R., 2003. Identifying critical natural capital. Ecol. Econ. 44, 159-163. doi: 10.1016/S0921-8009(02)00271-9.

[27]

Estoque R.C., Togawa T., Ooba M., Gomi K., Nakamura S., Hijioka Y., Kameyama Y., 2019a. A review of quality of life (QOL) assessments and indicators: towards a “QOL-Climate ” assessment framework. Ambio 48 (6), 619-638. doi: 10.1007/s13280-018-1090-3.

[28]

Estoque R.C., Gomi K., Togawa T., Ooba M., Hijioka Y., Akiyama C.M., Nakamura S., Yoshioka A., Kuroda K., 2019b. Scenario-based land abandonment projections: method, application and implications. Sci. Total Environ. 692, 903-916. doi: 10.1016/j.scitotenv.2019.07.204.

[29]

Estoque R.C., Ooba M., Avitabile V., Hijioka Y., DasGupta R., Togawa T., Murayama Y., 2019c. The future of Southeast Asia’s forests. Nat. Commun. 10, 1829. doi: 10.1038/s41467-019-09646-4.

[30]

Estoque R.C, Ooba M., Togawa T., Hijioka Y., 2020. Projected land-use changes in the Shared Socioeconomic Pathways: insights and implications. Ambio 49 (12), 1972-1981. doi: 10.1007/s13280-020-01338-4.

[31]

Estoque R.C., Ooba M., Togawa T., Hijioka Y., Murayama Y., 2021. Monitoring global land-use efficiency in the context of the UN 2030 Agenda for Sustainable Development. Habitat. Int. 115, 102403. doi: 10.1016/j.habitatint.2021.102403.

[32]

Estoque R.C, Dasgupta R., Winkler K., Avitabile V., Johnson B.A., Myint S.W., Gao Y., Ooba M., Murayama Y., Lasco R.D., 2022. Spatiotemporal pattern of global forest change over the past 60 years and the forest transition theory. Environ. Res. Lett. 17, 084022. doi: 10.1088/1748-9326/ac7df5.

[33]

Estoque R.C, 2023. Complexity and diversity of nexuses: a review of the nexus approach in the sustainability context. Sci. Total Environ. 854, 158612. doi: 10.1016/j.scitotenv.2022.158612.

[34]

Estoque R.C., Murayama Y., 2016. Quantifying landscape pattern and ecosystem service value changes in four rapidly urbanizing hill stations of Southeast Asia. Landsc. Ecol. 31, 1481-1507. doi: 10.1007/s10980-016-0341-6.

[35]

Estoque R.C., Murayama Y., Myint S.W., 2017. Effects of landscape composition and pattern on land surface temperature: an urban heat island study in the megacities of Southeast Asia. Sci. Total Environ. 577, 349-359. doi: 10.1016/j.scitotenv.2016.10.195.

[36]

Estoque R.C., Wu J., 2024. The resilience-sustainability-quality of life nexus. Sci. Total Environ. 912, 169526. doi: 10.1016/j.scitotenv.2023.169526.

[37]

Fang X.N., Ma Q., Liu Z.F., Wu J.G., 2024. Landscape sustainability and land sustainability: a bibliometric analysis. Land Use Policy 147, 107374. doi: 10.1016/j.landusepol.2024.107374.

[38]

Fedele G., Donatti C.I., Bornacelly I., Hole D.G., 2021. Nature-dependent people: mapping human direct use of nature for basic needs across the tropics. Glob. Environ. Change 71, 102368. doi: 10.1016/j.gloenvcha.2021.102368.

[39]

Ferraguti M., Magallanes S., Suarez-Rubio M., Bates P.J.J., Marzal A., Renner S.C., 2023. Does land-use and land cover affect vector-borne diseases? A systematic review and meta-analysis. Landsc. Ecol. 38, 2433-2451. doi: 10.1007/s10980-023-01746-3.

[40]

Foley J.A., DeFries R., Asner G.P., Barford C., Bonan G., Carpenter S.R., Chapin F.S., Coe M.T., Daily G.C., Gibbs H.K., Helkowski J.H., Holloway T., Howard E.A., Kucharik C.J., Monfreda C., Patz J.A., Prentice I.C., Ramankutty N., Snyder P.K., 2005. Global consequences of land use. Science ( 1979) 309 (5734), 570-574. doi: 10.1126/science.1111772.

[41]

Folke C., Biggs R., Norström A.V., Reyers B., Rockström J., 2016. Social-ecological resilience and biosphere-based sustainability science. Ecol. Soc. 21 (3), 41. doi: 10.5751/ES-08748-210341.

[42]

Frazier A.E., Vadjunec J.M., Kedron P., Fagin T., 2019. Linking landscape ecology and land system architecture for land system science: an introduction to the special issue. J. Land Use Sci. 14 (2), 123-134. doi: 10.1080/1747423X.2019.1660728.

[43]

Frazier A.E., 2024. Placing landscape ecology in the global context. Landsc. Ecol. 39 (7), 130. doi: 10.1007/s10980-024-01928-7.

[44]

Fujimori S., Hasegawa T., Ito A., Takahashi K., Masui T., 2018. Gridded emissions and land-use data for 2005-2100 under diverse socioeconomic and climate mitigation scenarios. Sci. Data 5, 180210. doi: 10.1038/sdata.2018.210.

[45]

Gao J., Pesaresi M., 2021. Downscaling SSP-consistent global spatial urban land projections from 1/8-degree to 1-km resolution 2000-2100. Sci. Data 8, 281. doi: 10.1038/s41597-021-01052-0.

[46]

Garrett R.D., Lambin E.F., Naylor R.L., 2013. The new economic geography of land use change: Supply chain configurations and land use in the Brazilian Amazon. Land Use Policy 34, 265-275. doi: 10.1016/j.landusepol.2013.03.011.

[47]

Gebre T., Gebremedhin B., 2019. The mutual benefits of promoting rural-urban interdependence through linked ecosystem services. Glob. Ecol. Conserv. 20, e00707. doi: 10.1016/j.gecco.2019.e00707.

[48]

Geist H.J., Lambin E.F., 2002. Proximate causes and underlying driving forces of tropical deforestation. Bioscience 52 (2), 143-150. doi: 10.1641/0006-3568(2002)052[0143:PCAUDF]2.0.CO;2.

[49]

Global Land Programme Scientific Steering Committee, 2024. Global land programme science plan and implementation strategy 2024-2028 (Draft December 2023). Global Land Programme. https://glp.earth.

[50]

Gómez-Pompa A., Vázquez-Yanes C., Guevara S., 1972. The tropical rain forest: a nonrenewable resource. Science 177 (4051), 762-765. doi: 10.1126/science.177.4051.762.

[51]

Goodchild M.F., 2010. Towards geodesign: repurposing cartography and GIS? Cartogr. Perspect. (66) 7-22. doi: 10.14714/CP66.93.

[52]

de Groot R.S., Wilson M.A., Boumans R.M.J., 2002. A typology for the classification, description and valuation of ecosystem functions, goods and services. Ecol. Econ. 41 (3), 393-408. doi: 10.1016/S0921-8009(02)00089-7.

[53]

Gupta J., Bai X.M., Liverman D.M., Rockström J., Qin D.H., Stewart-Koster B., Rocha J.C., Jacobson L., Abrams J.F., Andersen L.S., Armstrong McKay D.I., Bala G., Bunn S.E., Ciobanu D., DeClerck F., Ebi K.L., Gifford L., Gordon C., Hasan S., Kanie N., Lenton T.M., Loriani S., Mohamed A., Nakicenovic N., Obura D., Ospina D., Prodani K., Rammelt C., Sakschewski B., Scholtens J., Tharammal T., van Vuuren D., Verburg P.H., Winkelmann R., Zimm C., Bennett E., Bjørn A., Bringezu S., Broadgate W.J., Bulkeley H., Crona B., Green P.A., Hoff H., Huang L., Hurlbert M., Inoue C.Y.A., K ı lk ış, Ş., Lade S.J., Liu J.G., Nadeem I., Ndehedehe C., Okereke C., Otto I.M., Pedde S., Pereira L., Schulte- Uebbing L., Tàbara J.D., de Vries W., Whiteman G., Xiao C.D., Xu X.W., Zafra- Calvo N., Zhang X., Fezzigna P., Gentile G., 2024. A just world on a safe planet: a Lancet Planetary Health - Earth Commission report on Earth-system boundaries, translations, and transformations. Lancet Planet. Health 8 (10), e813-e873. doi: 10.1016/S2542-5196(24)00042-1.

[54]

Gutman G., Janetos A.C., Justice C.O., Moran E.F., Mustard J.F., Rindfuss R.R., Skole D., Turner B.L., Cochrane M.A., 2004. Land Change Science: Observing, Monitoring, and Understanding Trajectories of Change on the Earth’ s Surface. Springer, Dordrecht.

[55]

Hasan S.S., Zhen L., Miah M.G., Ahamed T., Samie A., 2020. Impact of land use change on ecosystem services: a review. Environ. Dev. 34, 100527. doi: 10.1016/j.envdev.2020.100527.

[56]

Hoang N.T., Kanemoto K., 2021. Mapping the deforestation footprint of nations reveals growing threat to tropical forests. Nat. Ecol. Evol. 5 (6), 845-853. doi: 10.1038/s41559-021-01417-z.

[57]

Hua J., Li R., 2023. Impact of land loss on academic performance among rural adolescents in China: based on cognition-investment-performance framework. Front. Environ. Sci. 11, 1172537. doi: 10.3389/fenvs.2023.1172537.

[58]

Huang L., Qiu J., Wu J., 2024. Promoting urban-rural landscape sustainability through geodesign. Landsc. Ecol. 39 (10), 179. doi: 10.1007/s10980-024-01973-2.

[59]

IPBES, 2019. Summary for policymakers of the global assessment report on biodiversity and ecosystem services of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services. IPBES Secretariat, Bonn, Germany doi: 10.5281/zenodo.3553579.

[60]

IPBES, 2024. Summary for policymakers of the thematic assessment report on the interlinkages among biodiversity, water, food and health of the Intergovernmental Science- Policy Platform on Biodiversity and Ecosystem Services. IPBES secretariat, Bonn, Germany doi: 10.5281/zenodo.13850289.

[61]

IPCC, 2019. Summary for Policymakers. Climate Change and Land: An IPCC Special Report on Climate Change, Desertification, Land Degradation, Sustainable Land Management, Food Security, and Greenhouse Gas Fluxes in Terrestrial Ecosystems. Cambridge University Press, Cambridge, UK and New York, NY, USA.

[62]

IPCC, 2022a. Summary for Policymakers. Climate Change 2022:Mitigation of Climate Change. Contribution of Working Group III to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK and New York, NY, USA doi: 10.1017/9781009157926.001.

[63]

IPCC, 2022b. Summary for Policymakers. In: Climate Change 2022:Impacts, Adaptation, and Vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, UK and New York, NY, USA, pp. 3-33. doi: 10.1017/9781009325844.001.

[64]

de Jong L., De Bruin S., Knoop J., van Vliet J., 2021. Understanding land-use change conflict: a systematic review of case studies. J. Land Use Sci. 16, 223-239. doi: 10.1080/1747423X.2021.1933226.

[65]

Kallergi A., Landeweerd L., 2025. Science, activism, and climate action: navigating credibility, responsibility, and engagement. J. Acad. Ethics 23 (4), 1759-1779. doi: 10.1007/s10805-025-09626-y.

[66]

Kates R.W., 1987. The human environment: the road not taken, the road still beckoning. Ann. Assoc. Am. Geogr. 77, 525-534. doi: 10.1111/j.1467-8306.1987.tb00178.x.

[67]

Klijn E.-H., Koppenjan J., 2012. Governance network theory: past, present and future. Policy Polit. 40, 587-606. doi: 10.1332/030557312X655431.

[68]

Kubiszewski I., Costanza R., Anderson S., Sutton P., 2017. The future value of ecosystem services: global scenarios and national implications. Ecosyst. Serv. 26, 289-301. doi: 10.1016/j.ecoser.2017.05.004.

[69]

Kuhn T.S., 1962. The Structure of Scientific Revolutions. University of Chicago Press, Chicago.

[70]

Lam N.S.-N., 2008. Methodologies for mapping land cover/land use and its change. In: Liang S. (Ed.), Advances in Land Remote Sensing. Springer, Dordrecht, pp. 341-367. doi: 10.1007/978-1-4020-6450-0_13.

[71]

Lambin E.F., Turner B.L., Geist H.J., Agbola S.B., Angelsen A., Bruce J.W., Coomes O.T., Dirzo R., Fischer G., Folke C., George P.S., Homewood K., Imbernon J., Leemans R., Li X.B., Moran E.F., Mortimore M., Ramakrishnan P.S., Richards J.F., Skånes H., Steffen W., Stone G.D., Svedin U., Veldkamp T.A., Vogel C., Xu J.C., 2001. The causes of land-use and land-cover change: moving beyond the myths. Glob. Environ. Change 11 (4), 261-269. doi: 10.1016/S0959-3780(01)00007-3.

[72]

Lambin E.F., Gibbs H.K., Heilmayr R., Carlson K.M., Fleck L.C., Garrett R.D., le Polain de Waroux Y., McDermott C.L., McLaughlin D., Newton P., Nolte C., Pacheco P., Rausch L.L., Streck C., Thorlakson T., Walker N.F., 2018. The role of supply-chain initiatives in reducing deforestation. Nat. Clim. Chang. 8 (2), 109-116. doi: 10.1038/s41558-017-0061-1.

[73]

Lambin E.F., Furumo P.R., 2023. Deforestation-free commodity supply chains: myth or reality? Annu Rev. Environ. Resour. 48, 237-261. doi: 10.1146/annurev-environ-112321-121436.

[74]

Laudan L., 1981. A confutation of convergent realism. Philos. Sci. 48 (1), 19-49. doi: 10.1086/288975.

[75]

Lazurko A., Kim H., Linney G., Díaz-General E., Va ň o S., Harmáčková Z.V., Rounsevell M., Harrison P.A., 2025. Enriching the European Shared Socio-economic Pathways with considerations of biodiversity and nature using a nexus approach. Clim. Risk. Manage 50, 100741. doi: 10.1016/j.crm.2025.100741.

[76]

Leijten F., Lantz C Baldos U., Johnson J.A., Sim S., Verburg P.H., 2023. Projecting global oil palm expansion under zero-deforestation commitments: direct and indirect land use change impacts. iScience 26 (6), 106971. doi: 10.1016/j.isci.2023.106971.

[77]

Li C.Q., Xu H.Q., Du P.J., Tang F., 2024. Predicting land cover changes and carbon stock fluctuations in Fuzhou, China: a deep learning and InVEST approach. Ecol. Indic. 167, 112658. doi: 10.1016/j.ecolind.2024.112658.

[78]

Li G.D., Fang C.L., Watson J.E.M., Sun S.A., Qi W., Wang Z.B., Liu J.G., 2024. Mixed effectiveness of global protected areas in resisting habitat loss. Nat. Commun. 15, 8389. doi: 10.1038/s41467-024-52693-9.

[79]

Liang X., Liu X.P., Li D., Zhao H., Chen G.Z., 2018. Urban growth simulation by incorporating planning policies into a CA-based future land-use simulation model. Int. J. Geogr. Inf. Sci. 32 (11), 2294-2316. doi: 10.1080/13658816.2018.1502441.

[80]

Liu Q.F., Jiang H.X., Li J.M., Song J.P., Zhang X.T., 2024. Antidote or poison? Digital economy and land-use. Land Use Policy 139, 107083. doi: 10.1016/j.landusepol.2024.107083.

[81]

Locke K.A., 2024. Impacts of land use/land cover on water quality: a contemporary review for researchers and policymakers. Water Qual. Res. J. 59, 89-106. doi: 10.2166/wqrj.2024.002.

[82]

Mas J.F., Kolb M., Paegelow M., Camacho Olmedo M.T., Houet T., 2014. Inductive pattern-based land use/cover change models: a comparison of four software packages. Environ. Model. Softw. 51, 94-111. doi: 10.1016/j.envsoft.2013.09.010.

[83]

McLaughlin J.F., 2018. Safe operating space for humanity at a regional scale. Ecol. Soc. 23 (2), 43. doi: 10.5751/ES-10171-230243.

[84]

Meyfroidt P., de Bremond A., Ryan C.M., Archer E., Aspinall R., Chhabra A., Camara G., Corbera E., DeFries R., Díaz S., Dong J.W., Ellis E.C., Erb K.H., Fisher J.A., Garrett R.D., Golubiewski N.E., Grau H.R., Grove J.M., Haberl H., Heinimann A., Hostert P., Jobbágy E.G., Kerr S., Kuemmerle T., Lambin E.F., Lavorel S., Lele S., Mertz O., Messerli P., Metternicht G., Munroe D.K., Nagendra H., Nielsen J.Ø., Ojima D.S., Parker D.C., Pascual U., Porter J.R., Ramankutty N., Reenberg A., Roy Chowdhury R., Seto K.C., Seufert V., Shibata H., Thomson A., Turner II B.L., Urabe J., Veldkamp T., Verburg P.H., Zeleke G., zu Ermgassen E.K.H.J., 2022. Ten facts about land systems for sustainability. Proc. Natl. Acad. Sci. U.S.A. 119 (7), e2109217118. doi: 10.1073/pnas.2109217118.

[85]

Meyfroidt P., Lambin E.F., 2009. Forest transition in Vietnam and displacement of deforestation abroad. Proc. Natl. Acad. Sci. U.S.A. 106 (38), 16139-16144. doi: 10.1073/pnas.0904942106.

[86]

Meyfroidt P., Rudel T.K., Lambin E.F., 2010. Forest transitions, trade, and the global displacement of land use. Proc.e Natl. Acad. Sci. 107 (49), 20917-20922. doi: 10.1073/pnas.1014773107.

[87]

Millennium Ecosystem Assessment, 2005. Ecosystems and Human Well-being: Synthesis. Island Press, Washington, D.C.

[88]

Morpurgo J., Kissling W.D., Tyrrell P., Negret P.J., van Bodegom P.M., Allan J.R., 2023. The role of elections as drivers of tropical deforestation. Biol. Conserv. 279, 109832. doi: 10.1016/j.biocon.2022.109832.

[89]

Nahuelhual L., Carmona A., Aguayo M., Echeverria C., 2014. Land use change and ecosystem services provision: a case study of recreation and ecotourism opportunities in southern Chile. Landsc. Ecol. 29, 329-344. doi: 10.1007/s10980-013-9958-x.

[90]

National Research Council, 2014. Advancing Land Change Modeling: Opportunities and Research Requirements. The National Academies Press, Washington, D.C doi: 10.17226/18385.

[91]

Neuhoff R., Simeone L., Laursen L.H., 2023. Forms of participatory futuring for urban sustainability: a systematic review. Futures 154, 103268. doi: 10.1016/j.futures.2023.103268.

[92]

Ojeda J., Salomon A.K., Rowe J.K., Ban N.C., 2022. Reciprocal contributions between people and nature: a conceptual intervention. Bioscience 72 (10), 952-962. doi: 10.1093/biosci/biac053.

[93]

Olausson U., 2024. Deep sustainability as care: a nondual approach to environmental communication. Environ. Commun. 18, 178-183. doi: 10.1080/17524032.2023.2296842.

[94]

Oliva M., García Frapolli E., 2024. Conservation backfire: local effects of international protected area policy. Environ. Sci. Policy. 153, 103676. doi: 10.1016/j.envsci.2024.103676.

[95]

Opdam P., Luque S., Nassauer J., Verburg P.H., Wu J.G., 2018. How can landscape ecology contribute to sustainability science? Landsc. Ecol. 33 (1), 610. doi: 10.1007/s10980-018-0610-7.

[96]

Ostrom E., 2009. A general framework for analyzing sustainability of social-ecological systems. Science 325 (5939), 419-422. doi: 10.1126/science.1172133.

[97]

Ostrom E., 2011. Background on the institutional analysis and development framework. Policy. Stud. J. 39 (1), 7-27. doi: 10.1111/j.1541-0072.2010.00394.x.

[98]

Pan Y.D., Birdsey R.A., Phillips O.L., Houghton R.A., Fang J.Y., Kauppi P.E., Keith H., Kurz W.A., Ito A., Lewis S.L., Nabuurs G.J., Shvidenko A., Hashimoto S., Lerink B., Schepaschenko D., Castanho A., Murdiyarso D., 2024. The enduring world forest carbon sink. Nature 631 (8021), 563-569. doi: 10.1038/s41586-024-07602-x.

[99]

Pellegrini P., Fernández R.J., 2018. Crop intensification, land use, and on-farm energyuse efficiency during the worldwide spread of the green revolution. Proc. Natl. Acad. Sci. U.S.A. 115 (10), 2335-2340. doi: 10.1073/pnas.1717072115.

[100]

Pendrill F., Persson U.M., Godar J., Kastner T., 2019. Deforestation displaced: trade in forest-risk commodities and the prospects for a global forest transition. Environ. Res. Lett. 14, 055003. doi: 10.1088/1748-9326/ab0d41.

[101]

Pereira H.M., Leadley P.W., Proença V., Alkemade R., Scharlemann J.P.W., Fernandez- Manjarrés J.F., Araújo M.B., Balvanera P., Biggs R., Cheung W.W.L., Chini L., Cooper H.D., Gilman E.L., Guénette S., Hurtt G.C., Huntington H.P., Mace G.M., Oberdorff T., Revenga C., Rodrigues P., Scholes R.J., Sumaila U.R., Walpole M., 2010. Scenarios for global biodiversity in the 21st century. Science 330 (6010), 1496-1501. doi: 10.1126/science.1196624.

[102]

Popp A., Calvin K., Fujimori S., Havlik P., Humpenöder F., Stehfest E., Bodirsky B.L., Dietrich J.P., Doelmann J.C., Gusti M., Hasegawa T., Kyle P., Obersteiner M., Tabeau A., Takahashi K., Valin H., Waldhoff S., Weindl I., Wise M., Kriegler E., Lotze-Campen H., Fricko O., Riahi K., van Vuuren D.P., 2017. Land-use futures in the shared socio-economic pathways. Glob. Environ. Change 42, 331-345. doi: 10.1016/j.gloenvcha.2016.10.002.

[103]

Ramírez-Mejía D., Zinngrebe Y., Ellis E.C., Verburg P.H., 2025. Land-use spillovers from environmental policy interventions. Glob. Environ. Change 92, 103013. doi: 10.1016/j.gloenvcha.2025.103013.

[104]

Randolph G.F., Storper M., 2023. Is urbanisation in the Global South fundamentally different? Comparative global urban analysis for the 21st century. Urban. Stud. 60, 3-25. doi: 10.1177/00420980211067926.

[105]

Rangel J.M.L., do Nascimento A.L.B., Ramos M.A., 2024. The influence of urbanization on local ecological knowledge: a systematic review. J. Ethnobiol. Ethnomed. 20, 106. doi: 10.1186/s13002-024-00747-z.

[106]

Raskin P., Swart R., 2020. Excluded futures: the continuity bias in scenario assessments. Sustain. Earth 3 (1), 8. doi: 10.1186/s42055-020-00030-5.

[107]

Rasmussen L.V., Coolsaet B., Martin A., Mertz O., Pascual U., Corbera E., Dawson N., Fisher J.A., Franks P., Ryan C.M., 2018. Social-ecological outcomes of agricultural intensification. Nat. Sustain. 1 (6), 275-282. doi: 10.1038/s41893-018-0070-8.

[108]

Reenberg A., 2006. Land systems research in Denmark: background and perspectives. Geogr. Tidsskr.-Dan. J. Geogr. 106, 1-6. doi: 10.1080/00167223.2006.10649552.

[109]

Reenberg A., 2009. Land system science: handling complex series of natural and socioeconomic processes. J. Land Use Sci. 4, 1-4. doi: 10.1080/17474230802645618.

[110]

Rindfuss R.R., Walsh S.J., Turner II B.L., Fox J., Mishra V., 2004. Developing a science of land change: challenges and methodological issues. Proc. Natl. Acad. Sci. U.S.A. 101, 13976-13981. doi: 10.1073/pnas.0401545101.

[111]

Ritchie H., 2022. After millennia of agricultural expansion, the world has passed ‘peak agricultural land. Our World Data. https://ourworldindata.org/peak-agriculture-land.

[112]

Rockström J., Steffen W., Noone K., Persson Å., Chapin III F.S., 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., Sörlin 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., 2009. A safe operating space for humanity. Nature 461 (7263), 472-475. doi: 10.1038/461472a.

[113]

Rockström J., Gupta J., Qin D.H., Lade S.J., Abrams J.F., Andersen L.S., Armstrong McKay D.I., Bai X.M., Bala G., Bunn S.E., Ciobanu D., DeClerck F., Ebi K., Gifford L., Gordon C., Hasan S., Kanie N., Lenton T.M., Loriani S., Liverman D.M., Mohamed A., Nakicenovic N., Obura D., Ospina D., Prodani K., Rammelt C., Sakschewski B., Scholtens J., Stewart-Koster B., Tharammal T., van Vuuren D., Verburg P.H., Winkelmann R., Zimm C., Bennett E.M., Bringezu S., Broadgate W., Green P.A., Huang L., Jacobson L., Ndehedehe C., Pedde S., Rocha J., Scheffer M., Schulte-Uebbing L., de Vries W., Xiao C.D., Xu C., Xu X.W., Zafra-Calvo N., Zhang X., 2023. Safe and just Earth system boundaries. Nature 619 (7968), 102-111. doi: 10.1038/s41586-023-06083-8.

[114]

Rockström J., Donges J.F., Fetzer I., Martin M.A., Wang-Erlandsson L., Richardson K., 2024. Planetary Boundaries guide humanity’s future on Earth. Nat. Rev. Earth. Environ. 5, 773-788. doi: 10.1038/s43017-024-00597-z.

[115]

Rodela R., Bregt A.K., Ligtenberg A., Pérez-Soba M., Verweij P., 2017. The social side of spatial decision support systems: investigating knowledge integration and learning. Environ. Sci. Policy 76, 177-184. doi: 10.1016/j.envsci.2017.06.015.

[116]

Ros-Tonen M.A.F., Willemen L., McCall M.K., 2021. Spatial tools for integrated and inclusive landscape governance: toward a new research agenda. Environ. Manage. 68, 611-618. doi: 10.1007/s00267-021-01547-x.

[117]

Rothman D.S., Raskin P., Kok K., Robinson J., Jäger J., Hughes B., Sutton P.C., 2023. Global discontinuity: time for a paradigm shift in global scenario analysis. Sustainability 15, 12950. doi: 10.3390/su151712950.

[118]

van Ruijven B.J., Levy M.A., Agrawal A., Biermann F., Birkmann J., Carter T.R., Ebi K.L., Garschagen M., Jones B., Jones R., Kemp-Benedict E., Kok M., Kok K., Lemos M.C., Lucas P.L., Orlove B., Pachauri S., Parris T.M., Patwardhan A., Petersen A., Preston B.L., Ribot J., Rothman D.S., Schweizer V.J., 2014. Enhancing the relevance of Shared Socioeconomic Pathways for climate change impacts, adaptation and vulnerability research. Clim. Change 122, 481-494. doi: 10.1007/s10584-013-0931-0.

[119]

Sakamaki T., Morita A., Touyama S., Watanabe Y., Suzuki S., Kawai T., 2022. Effects of watershed land use on coastal marine environments: a multiscale exploratory analysis with multiple biogeochemical indicators in fringing coral reefs of Okinawa Island. Mar. Pollut. Bull. 183, 114054. doi: 10.1016/j.marpolbul.2022.114054.

[120]

Santos J.L., Fernández Fernández M.T., 2023. The spread of urban-rural areas and rural depopulation in central Spain. Reg. Sci. Policy Pract. 15 (4), 863-878. doi: 10.1111/rsp3.12605.

[121]

Schleicher J., Zaehringer J.G., Fastré C., Vira B., Visconti P., Sandbrook C., 2019. Protecting half of the planet could directly affect over one billion people. Nat. Sustain. 2 (12), 1094-1096. doi: 10.1038/s41893-019-0423-y.

[122]

Seto K.C., Güneralp B., Hutyra L.R., 2012. Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools. Proc. Natl. Acad. Sci. U.S.A. 109, 16083-16088. doi: 10.1073/pnas.1211658109.

[123]

Shadmehri Toosi A., Batelaan O., Shanafield M., Guan H.D., 2025. Land use-land cover and hydrological modeling: a review. Wiley Interdiscip. Rev.-Water 12, e70013. doi: 10.1002/wat2.70013.

[124]

Shukla J., Nobre C., Sellers P., 1990. Amazon deforestation and climate change. Science 247 (4948), 1322-1325. doi: 10.1126/science.247.4948.1322.

[125]

Sievers E., Spierenburg M., Jhagroe S., van Oudenhoven A., 2024. Place-based knowledge transfer in a local-to-global and knowledge-to-action context: key steps and facilitative factors. Ecol. Soc. 29 (3), 8. doi: 10.5751/ES-15024-290308.

[126]

Siqueira-Gay J., Gallardo A.L.C.F., Giannotti M., 2019. Integrating socioenvironmental spatial information to support housing plans. Cities 91, 106-115. doi: 10.1016/j.cities.2018.11.010.

[127]

Smith C., Baker J.C.A., Spracklen D.V., 2023. Tropical deforestation causes large reductions in observed precipitation. Nature 615 (7951), 270-275. doi: 10.1038/s41586-022-05690-1.

[128]

Suchá L., Vaňo S., Jan čovi č M., Aubrechtová T., Bašta P., Duchková H., Lorencová E.K., 2022. Collaborative scenario building: engaging stakeholders to unravel opportunities for urban adaptation planning. Urban. Clim. 45, 101277. doi: 10.1016/j.uclim.2022.101277.

[129]

Sukhera J., 2022. Narrative reviews: flexible, rigorous, and practical. J. Graduate Med. Educ. 14 (4), 414-417. doi: 10.4300/JGME-D-22-00480.1.

[130]

Sundarasen S., Rajagopalan U., Alsmady A.A., 2024. Environmental accounting and sustainability: a meta-synthesis. Sustainability 16, 9341. doi: 10.3390/su16219341.

[131]

Troll C., 1939. Luftbildplan und ökologische Bodenforschung. Zeitschrift der Gesellschaft für Erdkunde zu Berlin 74, 241-298.

[132]

Turner II B.L., et al., 1995. Land-use and land-cover change. IGBP Report No. 35, IHDP Report No. 7. The International Geosphere-Biosphere Programme and The International Human Dimensions Programme on Global Environmental Change. Stockholm and Geneva.

[133]

Turner II B.L., 2002. Toward integrated land-change science:advances in 1.5 decades of sustained international research on land-use and land-cover change. In: Steffen W., Jäger J., Carson D.J., Bradshaw C. ( Challenges of a Changing Earth.Eds.), Global Change —The IGBP Series. Springer, Berlin, Heidelberg, pp. 21-26. doi: 10.1007/978-3-642-19016-2_3.

[134]

Turner II B.L., 2009. Land change (systems) science. In: Castree N., Demeritt D., Liverman D., Rhoads B. ( A Companion to Environmental Geography.Eds.), Wiley- Blackwell, Malden, pp. 168-180. doi: 10.1002/9781444305722.ch11.

[135]

Turner II B.L., 2016. Land system architecture for urban sustainability: new directions for land system science illustrated by application to the urban heat island problem. J. Land Use Sci. 11 (6), 689-697. doi: 10.1080/1747423X.2016.1241315.

[136]

Turner II B.L., Lambin E.F., Reenberg A., 2007. The emergence of land change science for global environmental change and sustainability. Proc. Natl. Acad. Sci. U.S.A. 104 (52), 20666-20671. doi: 10.1073/pnas.0704119104.

[137]

Turner II B.L., Lambin E.F., Verburg P.H., 2021. From land-use/land-cover to land system science. Ambio 50, 1291-1294. doi: 10.1007/s13280-021-01510-4.

[138]

Turner II B.L., Robbins P., 2008. Land-change science and political ecology: similarities, differences, and implications for sustainability science. Annu. Rev. Environ. Resour. 33, 295-316. doi: 10.1146/annurev.environ.33.022207.104943.

[139]

Turnhout E., Dewulf A., Hulme M., 2016. What does policy-relevant global environmental knowledge do? The cases of climate and biodiversity. Curr. Opin. Environ. Sustain. 18, 65-72. doi: 10.1016/j.cosust.2015.09.004.

[140]

Vancutsem C., Achard F., Pekel J.F., Vieilledent G., Carboni S., Simonetti D., Gallego J., Aragão L.E.O.C., Nasi R., 2021. Long-term (1990-2019) monitoring of forest cover changes in the humid tropics. Sci. Adv. 7 (10), eabe1603. doi: 10.1126/sciadv.abe1603.

[141]

Venier-Cambron C., Helm L.T., Malek Ž., Verburg P.H., 2024. Representing justice in global land-use scenarios can align biodiversity benefits with protection from land grabbing. One Earth 7 (5), 896-907. doi: 10.1016/j.oneear.2024.03.006.

[142]

Vera I., Wicke B., Lamers P., Cowie A., Repo A., Heukels B., Zumpf C., Styles D., Parish E., Cherubini F., Berndes G., Jager H., Schiesari L., Junginger M., Brandão M., Bentsen N.S., Daioglou V., Harris Z., van der Hilst F., 2022. Land use for bioenergy: synergies and trade-offs between sustainable development goals. Renew. Sustain. Energy Rev. 161, 112409. doi: 10.1016/j.rser.2022.112409.

[143]

Verburg P.H., Schulp C.J.E., Witte N., Veldkamp A., 2006. Downscaling of land use change scenarios to assess the dynamics of European landscapes. Agric. Ecosyst. Environ. 114 (1), 39-56. doi: 10.1016/j.agee.2005.11.024.

[144]

Verburg P.H., Mertz O., Erb K.H., Haberl H., Wu W.B., 2013b. Land system change and food security: towards multi-scale land system solutions. Curr. Opin. Environ. Sustain. 5 (5), 494-502. doi: 10.1016/j.cosust.2013.07.003.

[145]

Verburg P.H., Erb K.H., Mertz O., Espindola G., 2013a. Land system science: between global challenges and local realities. Curr. Opin. Environ. Sustain. 5 (5), 433-437. doi: 10.1016/j.cosust.2013.08.001.

[146]

Verburg P.H., Crossman N., Ellis E.C., Heinimann A., Hostert P., Mertz O., Nagendra H., Sikor T., Erb K.H., Golubiewski N., Grau R., Grove M., Konaté S., Meyfroidt P., Parker D.C., Chowdhury R.R., Shibata H., Thomson A., Zhen L., 2015. Land system science and sustainable development of the earth system: a global land project perspective. Anthropocene 12, 29-41. doi: 10.1016/j.ancene.2015.09.004.

[147]

Verburg P.H., Alexander P., Evans T., Magliocca N.R., Malek Z., DA Rounsevell M., van Vliet J., 2019. Beyond land cover change: towards a new generation of land use models. Curr. Opin. Environ. Sustain. 38, 77-85. doi: 10.1016/j.cosust.2019.05.002.

[148]

van Vliet J., 2019. Direct and indirect loss of natural area from urban expansion. Nat. Sustain. 2 (8), 755-763. doi: 10.1038/s41893-019-0340-0.

[149]

Wackernagel M., Kitzes J., Dan M.R., Goldfinger S., Thomas M., 2006. The Ecological Footprint of cities and regions: comparing resource availability with resource demand. Environ. Urban. 18 (1), 103-112. doi: 10.1177/0956247806063978.

[150]

WCED, 1987. Our Common Future. World Commission on Environment and Development. United Nations through the Oxford University Press.

[151]

Weinzettel J., Hertwich E.G., Peters G.P., Steen-Olsen K., Galli A., 2013. Affluence drives the global displacement of land use. Glob. Environ. Change 23 (2), 433-438. doi: 10.1016/j.gloenvcha.2012.12.010.

[152]

Wesselink A., Hoppe R., 2020. Boundary organizations: intermediaries in science-policy interactions. Oxford Res. Encycl. Politics doi: 10.1093/acrefore/9780190228637.013.1412.

[153]

Wiegleb V., Bruns A., 2023. Working the boundary: science-policy interactions and uneven knowledge politics in IPBES. Sustain. Sci. 18, 1069-1084. doi: 10.1007/s11625-022-01238-4.

[154]

Williams T.G., Bui S., Conti C., Debonne N., Levers C., Swart R., Verburg P.H., 2023. Synthesising the diversity of European agri-food networks: a meta-study of actors and power-laden interactions. Glob. Environ. Change 83, 102746. doi: 10.1016/j.gloenvcha.2023.102746.

[155]

Williams T.G., Brown C., Diogo V., Magliocca N.R., Molla N., Rounsevell M.D.A., Zagaria C., Verburg P.H., 2025. Power dynamics shape sustainability transitions in a modeled food system. One Earth 8 (1), 101158. doi: 10.1016/j.oneear.2024.11.012.

[156]

Wong A.Y.H., Geddes J.A., 2021. Examining the competing effects of contemporary land management vs. land cover changes on global air quality. Atmos. Chem. Phys. 21 (21), 16479-16497. doi: 10.5194/acp-21-16479-2021.

[157]

Wu J.G., 2010. Urban sustainability: an inevitable goal of landscape research. Landsc. Ecol. 25 (1), 1-4. doi: 10.1007/s10980-009-9444-7.

[158]

Wu J.G., 2013. Landscape sustainability science: ecosystem services and human well-being in changing landscapes. Landsc. Ecol. 28 (6), 999-1023. doi: 10.1007/s10980-013-9894-9.

[159]

Wu J.G., 2019. Linking landscape, land system and design approaches to achieve sustainability. J. Land Use Sci. 14 (2), 173-189. doi: 10.1080/1747423X.2019.1602677.

[160]

Wu J.G., 2021. Landscape sustainability science (II): core questions and key approaches. Landsc. Ecol. 36 (8), 2453-2485. doi: 10.1007/s10980-021-01245-3.

[161]

Wu J.G., Buyantuev A., Fernandez I., Gilman J., Jenerette G.D., Wang X., 2024. Forty milestones in landscape ecology: commemorating the 40th anniversary of the Allerton Park workshop. Landsc. Ecol. 39 (12), 216. doi: 10.1007/s10980-024-02000-0.

[162]

Zeng Y.C., Brown C., Raymond J., Byari M., Hotz R., Rounsevell M., 2025. Exploring the opportunities and challenges of using large language models to represent institutional agency in land system modelling. Earth Syst. Dynam. 16, 423-449. doi: 10.5194/egusphere-2024-449.

[163]

Zhao Q., Yu L., Chen X., 2024. Land system science and its contributions to sustainable development goals: a systematic review. Land Use Policy. 143, 107221. doi: 10.1016/j.landusepol.2024.107221.

[164]

zu Ermgassen E.K.H.J., Godar J., Lathuillière M.J., Löfgren P., Gardner T., Vasconcelos A., Meyfroidt P., 2020. The origin, supply chain, and deforestation risk of Brazil’s beef exports. Proc. Natl. Acad. Sci. U.S.A. 117 (50), 31770-31779. doi: 10.1073/pnas.2003270117.

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