Cited by 149Land Use and Ecosystem ServicesSustainability and Ecological Systems AnalysisConservation, Biodiversity, and Resource Management

The DOI matches its Crossref record; 79 of the 79 references it cites were found in a registry or an index.

Tools for spatially modeling ecosystem services: Publication trends, conceptual reflections and future challenges

Ochoa, Vivian, Urbina-Cardona, Nicolás·2017·Ecosystem Services

DOI 10.1016/j.ecoser.2017.06.011

Open this paper in CoChat — free account

Integrity signals

Registry

Crossref · 10.1016/j.ecoser.2017.06.011

Cites

79 of 79 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

We couldn’t retrieve this paper’s full text, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

The value of the world's ecosystem services and natural capital
Costanza, R., d'Arge, R., de Groot, R., Farber, S., Grasso, M., Hannon, B., Limburg, K., Naeem, S., O'Neill, R. V., Paruelo, J., et al. (1997) · Nature · doi:10.1038/387253a0 · Cited by 22,585
EFFECTS OF BIODIVERSITY ON ECOSYSTEM FUNCTIONING: A CONSENSUS OF CURRENT KNOWLEDGE
Hooper, D. U., Chapin, F. S., Ewel, J. J., Hector, A., Inchausti, P., Lavorel, S., Lawton, J. H., Lodge, D. M., Loreau, M., Naeem, S., et al. (2005) · Ecological Monographs · doi:10.1890/04-0922 · Cited by 8,046
LARGE AREA HYDROLOGIC MODELING AND ASSESSMENT PART I: MODEL DEVELOPMENT 1
Arnold, J. G., Srinivasan, R., Muttiah, R. S., & Williams, J. R. (1998) · JAWRA Journal of the American Water Resources Association · doi:10.1111/j.1752-1688.1998.tb05961.x · Cited by 7,945
A typology for the classification, description and valuation of ecosystem functions, goods and services
de Groot, R. S., Wilson, M. A., & Boumans, R. M. J. (2002) · Ecological Economics · doi:10.1016/s0921-8009(02)00089-7 · Cited by 4,809
Challenges in integrating the concept of ecosystem services and values in landscape planning, management and decision making
de Groot, R. S., Alkemade, R., Braat, L., Hein, L., & Willemen, L. (2009) · Ecological Complexity · doi:10.1016/j.ecocom.2009.10.006 · Cited by 3,706
Defining and classifying ecosystem services for decision making
Fisher, B., Turner, R. K., & Morling, P. (2008) · Ecological Economics · doi:10.1016/j.ecolecon.2008.09.014 · Cited by 3,390
Vive la différence: plant functional diversity matters to ecosystem processes
Dı́az, S., & Cabido, M. (2001) · Trends in Ecology & Evolution · doi:10.1016/s0169-5347(01)02283-2 · Cited by 3,306
The Soil and Water Assessment Tool: Historical Development, Applications, and Future Research Directions
Gassman, P. W., Reyes, M. R., Green, C. H., & Arnold, J. G. (2007) · Transactions of the ASABE · doi:10.13031/2013.23637 · Cited by 3,040
Global estimates of the value of ecosystems and their services in monetary units
de Groot, R. S., Brander, L., van der Ploeg, S., Costanza, R., Bernard, F., Braat, L., Christie, M., Crossman, N. D., Ghermandi, A., Hein, L., et al. (2012) · Ecosystem Services · doi:10.1016/j.ecoser.2012.07.005 · Cited by 2,766
Beyond species: functional diversity and the maintenance of ecological processes and services
Cadotte, M. W., Carscadden, K., & Mirotchnick, N. (2011) · Journal of Applied Ecology · doi:10.1111/j.1365-2664.2011.02048.x · Cited by 2,396

Show all 79 references

Research works printed but not linked: 1

Vandewalle, M., Sykes, M.T., Harrison, P.A., Luck, G.W., Berry, P., Bugter, R., … Zobel, M., 2008. Review paper on concepts of dynamic ecosystems and their services. Retrieved from: http://www.rubicode.net/rubicode/RUBICODE_Review_on_Ecosystem_Services.pdf.

Sorted by citations

Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda
Nishant, R., Kennedy, M., & Corbett, J. (2020) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2020.102104 · Cited by 1,203
Karst landscapes of China: patterns, ecosystem processes and services
Wang, K., Zhang, C., Chen, H., Yue, Y., Zhang, W., Zhang, M., Qi, X., & Fu, Z. (2019) · Landscape Ecology · doi:10.1007/s10980-019-00912-w · Cited by 675
Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review
Bibri, S. E., Krogstie, J., Kaboli, A., & Alahi, A. (2024) · Environmental Science and Ecotechnology · doi:10.1016/j.ese.2023.100330 · Cited by 536
The synergistic interplay of artificial intelligence and digital twin in environmentally planning sustainable smart cities: A comprehensive systematic review
Bibri, S. E., Huang, J., Jagatheesaperumal, S. K., & Krogstie, J. (2024) · Environmental Science and Ecotechnology · doi:10.1016/j.ese.2024.100433 · Cited by 292
Towards globally customizable ecosystem service models
Martínez‐López, J., Bagstad, K. J., Balbi, S., Magrach, A., Voigt, B., Athanasiadis, I. N., Pascual, M., Willcock, S., & Villa, F. (2018) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2018.09.371 · Cited by 183
Future scenarios impact on land use change and habitat quality in Lithuania
Gomes, E., Inácio, M., Bogdzevič, K., Kalinauskas, M., Karnauskaitė, D., & Pereira, P. A. D. S. (2021) · Environmental Research · doi:10.1016/j.envres.2021.111101 · Cited by 164
A Review of SWAT Studies in Southeast Asia: Applications, Challenges and Future Directions
Tan, M. L., Gassman, P. W., Srinivasan, R., Arnold, J. G., & Yang, X. (2019) · Water · doi:10.3390/w11050914 · Cited by 164
Environmental sustainability technologies in biodiversity, energy, transportation and water management using artificial intelligence: A systematic review
Nti, E. K., Cobbina, S. J., Attafuah, E. E., Opoku, E., & Gyan, M. A. (2022) · Sustainable Futures · doi:10.1016/j.sftr.2022.100068 · Cited by 167
Mapping water ecosystem services: Evaluating InVEST model predictions in data scarce regions
Benra, F., de Frutos, Á., Gaglio, M., Álvarez-Garretón, C., Felipe‐Lucia, M. R., & Bonn, A. (2021) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2021.104982 · Cited by 139
Modeling interactions among multiple ecosystem services. A critical review
Ruíz-Agudelo, C. A., Bustos, S. L. H., & Moreno, C. A. P. (2020) · Ecological Modelling · doi:10.1016/j.ecolmodel.2020.109103 · Cited by 128
Analyzing spatio-temporal changes and trade-offs to support the supply of multiple ecosystem services in Beijing, China
Sun, X. M., Lu, Z., Li, F., & Crittenden, J. C. (2018) · Ecological Indicators · doi:10.1016/j.ecolind.2018.06.049 · Cited by 126
Progress in ecosystem services research: A guide for scholars and practitioners
Torres, A. V., Tiwari, C., & Atkinson, S. F. (2021) · Ecosystem Services · doi:10.1016/j.ecoser.2021.101267 · Cited by 133
Impacts of Land-Use Change on Habitat Quality during 1985–2015 in the Taihu Lake Basin
Xu, L., Chen, S., Xu, Y., Li, G., & Su, W. (2019) · Sustainability · doi:10.3390/su11133513 · Cited by 115
A review of machine learning and big data applications in addressing ecosystem service research gaps
Manley, K., Nyelele, C., & Egoh, B. N. (2022) · Ecosystem Services · doi:10.1016/j.ecoser.2022.101478 · Cited by 108
Ecosystem services and life cycle assessment: A bibliometric review
VanderWilde, C. P., & Newell, J. P. (2021) · Resources Conservation and Recycling · doi:10.1016/j.resconrec.2021.105461 · Cited by 93
Depopulation impacts on ecosystem services in Mediterranean rural areas
Bruno, D., Sorando, R., Farizo, B. Á., Castellano, C., Céspedes, V., Gallardo, B., Jiménez, J. J., López, M. V., López‐Flores, R., Moret‐Fernández, D., et al. (2021) · Ecosystem Services · doi:10.1016/j.ecoser.2021.101369 · Cited by 87
Spatio-temporal quantification of patterns, trade-offs and synergies among multiple hydrological ecosystem services in different topographic basins
Sun, X., Shan, R., & Liu, F. (2020) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2020.122338 · Cited by 84
The response of three Mediterranean karst springs to drought and the impact of climate change
Nerantzaki, S. D., & Nikolaidis, Ν. P. (2020) · Journal of Hydrology · doi:10.1016/j.jhydrol.2020.125296 · Cited by 83
Modeling Water Yield: Assessing the Role of Site and Region-Specific Attributes in Determining Model Performance of the InVEST Seasonal Water Yield Model
Scordo, F., Lavender, T. M., Seitz, C., Perillo, V. L., Rusak, J. A., Píccolo, M. C., & Perillo, G. M. E. (2018) · Water · doi:10.3390/w10111496 · Cited by 75
Exploring variations of ecosystem service value in Hangzhou Bay Wetland, Eastern China
Lin, W., Xu, D., Guo, P., Wang, D., Li, L., & Gao, J. (2019) · Ecosystem Services · doi:10.1016/j.ecoser.2019.100944 · Cited by 74
Biodiversity and ecosystem services mapping: Can it reconcile urban and protected area planning?
González‐García, A., Palomo, I., González, J. A., García-Díez, V., García‐Llorente, M., & Montes, C. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.150048 · Cited by 79
Analysing the Impact of Climate Change on Hydrological Ecosystem Services in Laguna del Sauce (Uruguay) Using the SWAT Model and Remote Sensing Data
Aznarez, C., Jimeno‐Sáez, P., López-Ballesteros, A., Pacheco, J. P., & Senent‐Aparicio, J. (2021) · Remote Sensing · doi:10.3390/rs13102014 · Cited by 71
Energy modeling simulation of changes in ecosystem services before and after the implementation of a Grain-for-Green program on the Loess Plateau—A case study of the Zhifanggou valley in Ansai County, Shaanxi Province, China
Xu, Z., Wei, H., Fan, W., Wang, X., Huang, B., Lu, N., Ren, J., & Dong, X. (2018) · Ecosystem Services · doi:10.1016/j.ecoser.2018.03.013 · Cited by 69
Modeling water regulation ecosystem services: A review in the context of ecosystem accounting
Nedkov, S., Campagne, C. S., Borisova, B., Krpec, P., Prodanova, H., Kokkoris, I., Hristova, D., Clec’h, S. L., Santos-Martín, F., Burkhard, B., et al. (2022) · Ecosystem Services · doi:10.1016/j.ecoser.2022.101458 · Cited by 64
Understanding supply-demand mismatches in ecosystem services and interactive effects of drivers to support spatial planning in Tianjin metropolis, China
Li, J., Geneletti, D., & Wang, H. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.165067 · Cited by 60
A multiple importance–satisfaction analysis framework for the sustainable management of protected areas: Integrating ecosystem services and basic needs
Zhang, J., Yin, N., Wang, S., Yu, J., Zhao, W., & Fu, B. (2020) · Ecosystem Services · doi:10.1016/j.ecoser.2020.101219 · Cited by 57
Transparent and feasible uncertainty assessment adds value to applied ecosystem services modeling
Bryant, B. P., Borsuk, M. E., Hamel, P., Oleson, K. L. L., Schulp, C. J. E., & Willcock, S. (2018) · Ecosystem Services · doi:10.1016/j.ecoser.2018.09.001 · Cited by 48
Assessing the sensitivity of urban ecosystem service maps to input spatial data resolution and method choice
Zhao, C., & Sander, H. A. (2018) · Landscape and Urban Planning · doi:10.1016/j.landurbplan.2018.03.007 · Cited by 47
Hydrological responses to climate and land use changes: The paradox of regional and local climate effect in the Pra River Basin of Ghana
Bessah, E., Raji, A. O., Taiwo, O. J., Agodzo, S. K., Ololade, O. O., & Strapasson, A. (2019) · Journal of Hydrology Regional Studies · doi:10.1016/j.ejrh.2019.100654 · Cited by 47
Impact of urbanization on the food–water–land–ecosystem nexus: A study of Shenzhen, China
Shi, X., Matsui, T., Machimura, T., Haga, C., Hu, A., & Gan, X. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.152138 · Cited by 46
Using social media data and machine learning to map recreational ecosystem services
Nyelele, C., Keske, C. M. H., Chung, M. G., Guo, H., & Egoh, B. N. (2023) · Ecological Indicators · doi:10.1016/j.ecolind.2023.110606 · Cited by 46
A Continental-Scale Validation of Ecosystem Service Models
Willcock, S., Hooftman, D. A. P., Balbi, S., Blanchard, R., Dawson, T. P., O’Farrell, P. J., Hickler, T., Hudson, M. D., Lindeskog, M., Martínez‐López, J., et al. (2019) · Ecosystems · doi:10.1007/s10021-019-00380-y · Cited by 45
Mixtures of forest and agroforestry alleviate trade-offs between ecosystem services in European rural landscapes
Rolo, V., Roces-Díaz, J. V., Torralba, M., Kay, S., Fagerholm, N., Aviron, S., Burgess, P. J., Crous-Durán, J., Ferreiro‐Domínguez, N., Graves, A. R., et al. (2021) · Ecosystem Services · doi:10.1016/j.ecoser.2021.101318 · Cited by 45
Spatiotemporal Dynamics of Carbon Storage in Response to Urbanization: A Case Study in the Su-Xi-Chang Region, China
Fu, Q., Xu, L., Zheng, H., & Chen, J. (2019) · Processes · doi:10.3390/pr7110836 · Cited by 44
Land Use/Land Cover Changes and Associated Impacts on Water Yield Availability and Variations in the Mereb‐Gash River Basin in the Horn of Africa
Measho, S., Chen, B., Pellikka, P., Trisurat, Y., Guo, L., Sun, S., & Zhang, H. (2020) · Journal of Geophysical Research Biogeosciences · doi:10.1029/2020jg005632 · Cited by 44
Mapping and modeling the impact of climate change on recreational ecosystem services using machine learning and big data
Manley, K., & Egoh, B. N. (2022) · Environmental Research Letters · doi:10.1088/1748-9326/ac65a3 · Cited by 43
A framework for validating watershed ecosystem service models in the United States using long-term water quality data: Applications with the InVEST Nutrient Delivery (NDR) model in Puerto Rico
Valladares-Castellanos, M., Crespo, R. D. J., Xu, Y. J., & Douthat, T. H. (2024) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2024.175111 · Cited by 40
How Land Cover Spatial Resolution Affects Mapping of Urban Ecosystem Service Flows
Rioux, J.-F., Cimon-Morin, J., Pellerin, S., Alard, D., & Poulin, M. (2019) · Frontiers in Environmental Science · doi:10.3389/fenvs.2019.00093 · Cited by 39
Recognition of ecosystem-based management principles in key documents of the seabed mining regime: implications and further recommendations
Guilhon, M., Montserrat, F., & Turra, A. (2020) · ICES Journal of Marine Science · doi:10.1093/icesjms/fsaa229 · Cited by 38
Hydrological assessment of urban Nature-Based Solutions for urban planning using Ecosystem Service toolkit applications
Miller, J. D., Vesuviano, G., Wallbank, J. R., Fletcher, D. H., & Jones, L. (2023) · Landscape and Urban Planning · doi:10.1016/j.landurbplan.2023.104737 · Cited by 36
Provision of aquatic ecosystem services as a consequence of societal changes: The case of the Baltic Sea
Hyytiäinen, K. P., Bauer, B., Joyce, K. B., Ehrnsten, E., Eilola, K., Gustafsson, B. G., Meier, H. E. M., Norkko, A. M., Saraiva, S., Tomczak, M. T., et al. (2019) · Population Ecology · doi:10.1002/1438-390x.12033 · Cited by 36
Blending Ecosystem Service and Resilience Perspectives in Planning of Natural Infrastructure: Lessons from the San Francisco Bay Area
Hamel, P., Hamann, M., Kuiper, J. J., Andersson, E., Arkema, K. K., Silver, J. M., Daily, G. C., & Guerry, A. D. (2021) · Frontiers in Environmental Science · doi:10.3389/fenvs.2021.601136 · Cited by 34
FRESF model: An ArcGIS toolbox for rapid assessment of the supply, demand, and flow of flood regulation ecosystem services
Wanghe, K., Guo, X., Ahmad, S., Tian, F., Nabi, G., Strelnikov, I. I., Li, K., & Zhao, K. (2022) · Ecological Indicators · doi:10.1016/j.ecolind.2022.109264 · Cited by 33
The value of hydrologic information for watershed management programs: The case of Camboriú, Brazil
Hamel, P., Bremer, L. L., Ponette‐González, A. G., Acosta, E., Fisher, J. R. B., Steele, B. G., Cavassani, A. T., Klemz, C., Blainski, É., & Brauman, K. A. (2019) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2019.135871 · Cited by 31
Expressing carbon storage in economic terms: The case of the upper Omo Gibe Basin in Ethiopia
Aneseyee, A. B., Soromessa, T., Elias, E., Noszczyk, T., Hernik, J., & Benti, N. E. (2021) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2021.152166 · Cited by 29
Modeling and analyzing supply-demand relationships of water resources in Xinjiang from a perspective of ecosystem services
Li, F., Li, Y., Zhou, X., Yin, Z., Liu, T., & Xin, Q. (2022) · Journal of Arid Land · doi:10.1007/s40333-022-0059-z · Cited by 29
Mapping ecosystem services in urban and peri‑urban areas. A systematic review
Pereira, P. A. D. S., Inácio, M., Pinto, L. V., Kalinauskas, M., Bogdzevič, K., & Zhao, W. (2024) · Geography and sustainability · doi:10.1016/j.geosus.2024.06.002 · Cited by 28
Reducing uncertainty in ecosystem service modelling through weighted ensembles
Hooftman, D. A. P., Bullock, J. M., Jones, L., Eigenbrod, F., Barredo, J. I., Forrest, M., Kindermann, G., Thomas, A. R. C., & Willcock, S. (2021) · Ecosystem Services · doi:10.1016/j.ecoser.2021.101398 · Cited by 30
Uncovering thematic biases in ecosystem services mapping: Knowledge shortfalls and challenges for use in conservation
Urbina-Cardona, N., Ochoa, V., & Cuéllar, S. (2023) · Biological Conservation · doi:10.1016/j.biocon.2023.110086 · Cited by 28
Self-citation
The effects of urbanization on ecosystem services for biodiversity conservation in southernmost Yunnan Province, Southwest China
Cheng, F., Liu, S., Hou, X., Wu, X., Dong, S., & Coxixo, A. (2019) · Journal of Geographical Sciences · doi:10.1007/s11442-019-1651-9 · Cited by 25
Assessing the effects of different land-use/land-cover input datasets on modelling and mapping terrestrial ecosystem services - Case study Terceira Island (Azores, Portugal)
Sieber, I. M., Hinsch, M., Vergílio, M. H. D. S., Gil, A., & Burkhard, B. (2021) · One Ecosystem · doi:10.3897/oneeco.6.e69119 · Cited by 25
From simple to complex – Comparing four modelling tools for quantifying hydrologic ecosystem services
Decsi, B., Ács, T., Jolánkai, Z., Kardos, M. K., Koncsos, L., Vári, Á., & Kozma, Z. (2022) · Ecological Indicators · doi:10.1016/j.ecolind.2022.109143 · Cited by 25
Vulnerability assessment of hydrological ecosystem services under future climate and land use change dynamics
Moghadam, N. T., Malekmohammadi, B., & Schirmer, M. (2024) · Ecological Indicators · doi:10.1016/j.ecolind.2024.111905 · Cited by 24
Trade-offs between economic returns, biodiversity, and ecosystem services in the selection of energy peat production sites
Juutinen, A., Saarimaa, M., Ojanen, P., Sarkkola, S., Haara, A., Karhu, J., Nieminen, M., Minkkinen, K., Penttilä, T., Laatikainen, M., et al. (2019) · Ecosystem Services · doi:10.1016/j.ecoser.2019.101027 · Cited by 23
Mapping ecosystem services in protected areas. A systematic review
Kalinauskas, M., Shuhani, Y., Pinto, L. V., Inácio, M., & Pereira, P. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.169248 · Cited by 29
The effect of future land use changes on hydrologic ecosystem services: a case study from the Zala catchment, Hungary
Decsi, B., Vári, Á., & Kozma, Z. (2020) · Biologia Futura · doi:10.1007/s42977-020-00032-6 · Cited by 21
Reclamation and Ecological Service Value Evaluation of Coastal Wetlands Using Multispectral Satellite Imagery
Yan, J., Du, J., Su, F., Zhao, S., Zhang, S., & Feng, P. (2022) · Wetlands · doi:10.1007/s13157-022-01537-7 · Cited by 20
Evaluating the inter-annual surplus/deficit dynamic of water retention service in the Yellow River Basin, China
Wang, P., & Xu, M. (2022) · Ecological Indicators · doi:10.1016/j.ecolind.2022.109695 · Cited by 19
A Petri net modeling approach to explore the temporal dynamics of the provision of multiple ecosystem services
Rova, S., Meire, P. M., Müller, F., Simeoni, M., & Pranovi, F. (2018) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2018.11.184 · Cited by 19
Scenario simulation of water retention services under land use/cover and climate changes: a case study of the Loess Plateau, China
Sun, D., Liang, Y., & Peng, S. (2022) · Journal of Arid Land · doi:10.1007/s40333-022-0054-4 · Cited by 19
Remote Sensing Technologies for Mapping Ecosystem Services: An Analytical Approach for Urban Green Infrastructure
Palma, M. D., Rigillo, M., & Leone, M. F. (2024) · Sustainability · doi:10.3390/su16146220 · Cited by 18
Using the Soil and Water Assessment Tool to develop a LiDAR-based index of the erosion regulation ecosystem service
Frizzle, C., Fournier, R., Trudel, M., & Luther, J. E. (2021) · Journal of Hydrology · doi:10.1016/j.jhydrol.2021.126009 · Cited by 18
Ecosystem Services Assessment Tools for Regenerative Urban Design in Oceania
Delpy, F., Zari, M. P., Jackson, B., Benavidez, R., & Westend, T. (2021) · Sustainability · doi:10.3390/su13052825 · Cited by 18
Quantifying the Ecosystem Services of Soda Saline-Alkali Grasslands in Western Jilin Province, NE China
Chang, L., Zhao, Z., Jiang, L., & Li, Y. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19084760 · Cited by 18
Spatiotemporal variability of water ecosystem services can be effectively quantified by a composite indicator approach
Lü, D., & Lü, Y. (2021) · Ecological Indicators · doi:10.1016/j.ecolind.2021.108061 · Cited by 17
Assessing Hydrological Ecosystem Services in a Rubber-Dominated Watershed under Scenarios of Land Use and Climate Change
Thellmann, K., Golbon, R., Cotter, M., Cadisch, G., & Asch, F. (2019) · Forests · doi:10.3390/f10020176 · Cited by 16
Assessing Ecosystem Services in Rubber Dominated Landscapes in South-East Asia—A Challenge for Biophysical Modeling and Transdisciplinary Valuation
Thellmann, K., Blagodatsky, S., Häuser, I., Liu, H., Wang, J., Asch, F., Cadisch, G., & Cotter, M. (2017) · Forests · doi:10.3390/f8120505 · Cited by 15
New York City 2100: Environmental justice implications of future scenarios for addressing extreme heat
Dutta, M., Cantis, P. H., McPhearson, T., Mustafà, A., Palmer, M. I., Tosca, M. G., Ventrella, J., & Cook, E. M. (2024) · Landscape and Urban Planning · doi:10.1016/j.landurbplan.2024.105249 · Cited by 14
Projecting Changes to Coastal and Estuarine Ecosystem Goods and Services—Models and Tools
Lewis, N. S., Marois, D. E., Littles, C. J., & Fulford, R. S. (2020) · Springer eBooks · doi:10.1007/978-3-030-45843-0_12 · Cited by 14
Response of bioenergy landscape patterns and the provision of biodiversity ecosystem services associated with land-use changes in Jinghong County, Southwest China
Cheng, F., Liu, S., Hou, X., Zhang, Y., & Dong, S. (2018) · Landscape Ecology · doi:10.1007/s10980-018-0634-z · Cited by 13
Spatiotemporal drivers of Nature's contributions to people: A county-level study
Jiang, W. J., Fu, B., Shu, Z., Lv, Y., Gao, G., Feng, X., Schüler, S., Wu, X., & Wang, C. (2024) · Environmental Science and Ecotechnology · doi:10.1016/j.ese.2024.100430 · Cited by 12
Facilitating spatially-explicit assessments of ecosystem service delivery to support land use planning
Vrebos, D., Staes, J., Broekx, S., Nocker, L. D., Gabriels, K., Hermy, M., Liekens, I., Marsboom, C., Ottoy, S., der Biest, K. V., et al. (2020) · One Ecosystem · doi:10.3897/oneeco.5.e50540 · Cited by 11
Participatory mapping of local stakeholders’ perceptions of nature’s contributions to people in an intensified agricultural area in the Colombian Andes
Kockelkoren, R., Bermudez-Urdaneta, M., & Calle, S. R. (2023) · Ecosystems and People · doi:10.1080/26395916.2023.2279584 · Cited by 10
Potential Hurricane Wind Risk to US Rural and Urban Forests
Cole, J. A., Nowak, D. J., & Greenfield, E. J. (2021) · Journal of Forestry · doi:10.1093/jofore/fvab018 · Cited by 11
How Does the Water Conservation Function of Hulunbuir Forest–Steppe Ecotone Respond to Climate Change and Land Use Change?
Ma, P., Lyu, S., Diao, Z., Zheng, Z., He, J., Su, D., & Zhang, J. (2022) · Forests · doi:10.3390/f13122039 · Cited by 11
A review of ecosystems services trade-offs, synergies and scenarios modelling for policy development support
Ikematsu, P., & Quintanilha, J. A. (2020) · Desenvolvimento e Meio Ambiente · doi:10.5380/dma.v54i0.72871 · Cited by 11
Ecological Risks and Patterns Associated With Land Use/Cover Changes Along the Belt and Road Initiative Routes
He, Y., Liu, X., Wu, D., Li, S., & Ping, Z. (2025) · Land Degradation and Development · doi:10.1002/ldr.5483 · Cited by 11
Economic valuation of subsurface water contributions to watershed ecosystem services using a fully integrated groundwater–surface-water model
Aziz, T., Frey, S. K., Lapen, D. R., Preston, S., Russell, H. A. J., Khader, O., Erler, A. R., & Sudicky, E. A. (2025) · Hydrology and earth system sciences · doi:10.5194/hess-29-1549-2025 · Cited by 10
Distribución de la infraestructura verde y su capacidad de regulación térmica en Bogotá, Colombia
Rubiano, K. (2019) · Colombia Forestal · doi:10.14483/2256201x.14304 · Cited by 10
Perceived Effects of Elephants ( Loxodonta africana Cuvier) Presence and Impacts on Ecosystem Services Supply in the Pendjari Biosphere Reserve, West Africa
Gnonlonfoun, I., Kassa, B., Azihou, F., Mensah, S., Kakaï, R. G., & Assogbadjo, A. E. (2019) · Tropical Conservation Science · doi:10.1177/1940082919865979 · Cited by 11
Using the Soil and Water Assessment Tool (SWAT) to quantify the economic value of ecosystem services
García, X. (2023) · River · doi:10.1002/rvr2.47 · Cited by 9
Spatiotemporal variation of forest water conservation based on dual-variable calibration of runoff and evapotranspiration with SWAT model
Chen, J., Zheng, M., Feng, L., Chen, X., & Yao, H. (2025) · Agricultural and Forest Meteorology · doi:10.1016/j.agrformet.2025.110755 · Cited by 9
The importance of indigenous territories for the provision of ecosystem services: A case study in the Brazilian Cerrado-Amazon Transition
Fonseca, F. N. D. A., & Bustamante, M. (2025) · Ecosystem Services · doi:10.1016/j.ecoser.2025.101706 · Cited by 8
Understanding the efficiency and uncertainty of water supply service assessment based on the Budyko framework: A case study of the Yellow River Basin, China
Zhang, T., Shao, Q., & Huang, H. (2025) · Ecological Indicators · doi:10.1016/j.ecolind.2025.113395 · Cited by 8
Evaluation and prediction of water conservation of the Yellow river basin in Sichuan Province, China, based on Google Earth Engine and CA-Markov
Yang, Z., Dai, X., Lü, H., Liu, C., Nie, R., Zhang, M., Ма, Л., Li, N., Liu, T., He, Y., et al. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e17903 · Cited by 7
Monitoring spatiotemporal changes in land use/land cover and its impacts on ecosystem services in southern Zambia
Liang, D., REED, J. F., Fakheran, S., Moombe, K., Siangulube, F. S., & Sunderland, T. (2024) · Environmental Research Communications · doi:10.1088/2515-7620/ad37f3 · Cited by 8
Harnessing Artificial Intelligence for Environmental Sustainability: A Comprehensive Review of Its Applications in Biodiversity, Energy, Transportation, and Water Management
Zehouani, N., Ababou, M., & Faquir, S. (2024) · Lecture notes in networks and systems · doi:10.1007/978-3-031-68650-4_39 · Cited by 7
Spatio-temporal modelling suggests that some dung beetle species (Coleoptera: Geotrupidae) may respond to global warming by boosting dung removal
Nervo, B., Laini, A., Roggero, A., Palestrini, C., & Rolando, A. (2023) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2023.168127 · Cited by 7
Integrating hotspots, trade-offs and bundles to reveal the spatial interactions among four water-related ecosystem services for systematic watershed management
Deng, C., Zhang, G., Liu, Y., Gong, Y., & Fu, J. (2025) · Ecological Engineering · doi:10.1016/j.ecoleng.2025.107714 · Cited by 6
Synergistic use of ICESat-2 lidar data and Sentinel-2 imagery for assessing hurricane-driven forest changes
Gautam, A., Narine, L. L., Anderson, C., & Cristan, R. (2025) · Environmental Monitoring and Assessment · doi:10.1007/s10661-025-14749-1 · Cited by 5
Artificial intelligence shaping a smarter and greener planet for sustainable energy transportation biodiversity and water management
Bibi, S., & Yang, L. (2025) · Discover Artificial Intelligence · doi:10.1007/s44163-025-00647-5 · Cited by 5
VALORACIÓN SOCIAL DE LOS SERVICIOS ECOSISTÉMICOS DE HUMEDALES COSTEROS: ESTADO ACTUAL Y PERSPECTIVAS.
Velázquez, M. I. D. L. R., & Ruiz‐Luna, A. (2020) · Acta Biológica Colombiana · doi:10.15446/abc.v25n3.80387 · Cited by 5
Supporting the spatial allocation of management practices to improve ecosystem services – An opportunity map approach for agricultural landscapes
Heiß, I., Stegmann, F., Wolf, M., Völk, M., & Kaim, A. (2025) · Ecological Indicators · doi:10.1016/j.ecolind.2025.113212 · Cited by 5
Look beyond peer-reviewed literature and traditional validation when assessing ecosystem services modeling efforts: A response to Ochoa and Urbina-Cardona’s review
Bryant, B. P., Hamel, P., & Mandle, L. (2018) · Ecosystem Services · doi:10.1016/j.ecoser.2018.01.004 · Cited by 5
Assessing the hidden impacts of hypothetical eruption events at Mount Etna
Signorello, G., Marzo, A., Prato, C., Sturiale, G., & Salvo, M. D. (2020) · Environmental and Sustainability Indicators · doi:10.1016/j.indic.2020.100056 · Cited by 5
Collaborative management of hydrological ecosystem services: a multilevel social network analysis of a Mexican watershed
Merlo-Galeazzi, A., Foucat, V. S. Á., & Perevochtchikova, M. (2024) · Environmental Management · doi:10.1007/s00267-024-02101-1 · Cited by 3
Assessing and mapping changes in soil ecosystem services and soil threats in agroecosystems through scenario-based approaches – A systematic review
Scammacca, O., Montagne, D., Asins, S., Bondi, G., Borůvka, L., Buttafuocò, G., Cadéro, A., Calzolari, C., Cousin, I., Czuba, M., et al. (2025) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2025.178646 · Cited by 4
Using machine learning for long-term calibration and validation of water quality ecosystem service models in data-scarce regions
Valladares-Castellanos, M., Crespo, R. D. J., & Douthat, T. H. (2025) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2025.180388 · Cited by 4
Modeling tools for ecosystem service tradeoffs and synergies in agricultural landscapes
Li, K., & Goslee, S. (2025) · Journal of Soil and Water Conservation · doi:10.1080/00224561.2025.2533100 · Cited by 3
Modification and validation of the InVEST erosion model for application at a national scale
Hooftman, D. A. P., Pywell, R. F., Evans, P. M., Goodwin, C. E. D., Redhead, J. W., Ridding, L. E., Varma, V., & Bullock, J. M. (2026) · PLoS ONE · doi:10.1371/journal.pone.0353736 · Cited by 3

Authors: Ochoa, V., & Urbina-Cardona, N.
Affiliations: Pontificia Universidad Javeriana (CO)
Corresponding author: Ochoa, Vivian
ORCID: Urbina-Cardona, Nicolás
Venue: Ecosystem Services
Publisher: Elsevier BV
Published: 2017-08
Volume: 26
Pages: 155-169
ISSN: 2212-0416 (ISSN-L)
DOI: 10.1016/j.ecoser.2017.06.011
OpenAlex: W2733177031
Cited by: 149
References: 79
Citations by year: 2026: 11 · 2025: 21 · 2024: 16 · 2023: 19 · 2022: 20 · 2021: 17 · 2020: 17 · 2019: 18 · 2018: 9 · 2017: 1
FWCI: 8.53
Type: journal article
Language: en
Open access: closed
Licence: www.elsevier.com/tdm/userlicense/1.0/ (tdm)
Locations: Ecosystem Services (publishedVersion)
RePEc: Research Papers in Economics (submittedVersion)
Funders: Pontificia Universidad Javeriana
Topics: Physical Sciences › Environmental Science › Global and Planetary Change › Land Use and Ecosystem Services
Physical Sciences › Environmental Science › Environmental Engineering › Sustainability and Ecological Systems Analysis
Physical Sciences › Environmental Science › Global and Planetary Change › Conservation, Biodiversity, and Resource Management
Keywords: spatial modeling, modeling tools, SWAT, InVEST, model validation, hydrological services, water supply, climate regulation, soil formation, publication trends, model uncertainty, decision support

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review

Tools for spatially modeling ecosystem services: Publication trends, conceptual reflections and future challenges

Overview

Integrity signals

Verification

Claims the paper makes

Claims other papers make about this one

Citations

Cites

Cited by

Related

Metadata

Record

About these checks