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
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
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?
In the citing paper
“On the other hand, ecosystem services assessment has leveraged ML methodologies such as ARIES, as exemplified in the research by Ochoa and Urbina-Cardona [189].”
From Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review (2024) · cites this paper as [189]
Citations
Cites
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
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
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
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
Flagged first, then by citations
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.
Cited by
Sorted by citations
Items 101–149 of 149
Huang, Y. L., Kang, A., Gao, D., Li, J. H., Zhang, H., Yan, M., Gan, X., & Zhou, B. F. (2025) · Environmental Management · doi:10.1007/s00267-025-02171-9 · Cited by 3
Use of Artificial Intelligence for Monitoring Algal Blooms in Aquatic Ecosystem
Dubey, D., & Dutta, V. (2025) · Microorganisms for sustainability · doi:10.1007/978-981-96-3448-4_6 · Cited by 4
Neposhyvailenko, N., Omelych, I., & Dziuba, N. (2024) · Agrology · doi:10.32819/202408 · Cited by 3
Mapping for terrestrial ecosystem services: a review
Chen, Y., Li, X., & Min, M. (2019) · International Conference on Agro-Geoinformatics · doi:10.1109/agro-geoinformatics.2019.8820234 · Cited by 3
Bukvareva, E. N., Казаков, Э. Э., Arakelyan, A., & Asatryan, V. L. (2025) · Sustainability · doi:10.3390/su17178044 · Cited by 2
Yuan, M. H., Huang, T.-H., Fakour, H., Imani, M., & Chou, I. (2025) · One Ecosystem · doi:10.3897/oneeco.10.e159702 · Cited by 2
Guo, T.-W., Guo, T.-W., Zeng, Z., Liu, X., Yang, Y., He, G., Li, B., Zeng, F., & Zhang, H. (2026) · Land Degradation and Development · doi:10.1002/ldr.70613 · Cited by 2
Andualem, Z. A., Meshesha, D. T., & Hassen, E. E. (2024) · International Journal of River Basin Management · doi:10.1080/15715124.2024.2359435 · Cited by 2
Environmental Impact Assessment: Possible Application of the Ecomorphic Approach
Кунах, О. М., Yorkina, N. V., Zhukova, Y. O., & Malasay, A. (2020) · Agrology · doi:10.32819/020016 · Cited by 2
Parâmetros pedológicos para estimativa de vazões em bacias hidrográficas
Moreira, L. L., Schwamback, D., & Rigo, D. (2019) · Revista Verde de Agroecologia e Desenvolvimento Sustentável · doi:10.18378/rvads.v14i1.5854 · Cited by 2
Liu, Y., Yang, L., 吕建树, 毕军, Lv, J., & Jun, B. (2019) · 地理科学进展 · doi:10.18306/dlkxjz.2019.04.011 · Cited by 2
Alvarado-Arias, N. (2022) · Seminario Internacional de Investigación en Urbanismo (SIIU) · doi:10.5821/siiu.12043 · Cited by 2
A model of sediment retention by vegetation for Great Britain: new methodologies & validationPreprint
Hooftman, D. A. P., Bullock, J. M., Evans, P. M., Redhead, J. W., Ridding, L. E., Varma, V., & Pywell, R. F. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.08.17.553678 · Cited by 2
Nguyen, T. T., Pahlow, M., Benavidez, R., Charters, F. J., & Jackson, B. (2022) · Urban Water Journal · doi:10.1080/1573062x.2022.2105724 · Cited by 1
Ikematsu, P., Portes, B. C. N., Pavani, B. F., Marques, M. G. D. A., Filho, W. M., de Sousa, W. C., Sinisgalli, P. A. D. A., & Quintanilha, J. A. (2024) · The urban book series · doi:10.1007/978-3-031-59611-7_23 · Cited by 1
Ma, R., Liu, L., Xu, J., Xu, G., Huo, X., Ding, W., Yang, H., & Ma, Y. (2025) · Environmental and Sustainability Indicators · doi:10.1016/j.indic.2025.100826 · Cited by 1
Li, D., Liang, D., Deng, W., Wei, G., & Li, T. (2025) · Applied Spatial Analysis and Policy · doi:10.1007/s12061-025-09694-y · Cited by 1
López-Ballesteros, A., Aznarez, C., Brighenti, T. M., & Bieger, K. (2026) · Earth Systems and Environment · doi:10.1007/s41748-026-01183-7 · Cited by 1
Manjate, H. A., Ribeiro, N., Moreira, F., & Lomba, A. (2026) · Trees Forests and People · doi:10.1016/j.tfp.2026.101406 · Cited by 1
Margeson, K., Paczuski, S., Launspach, J. J., Angradi, T. R., Hoffman, J. C., & Williams, K. C. (2025) · Environmental Management · doi:10.1007/s00267-025-02180-8 · Cited by 1
Malekmohammadi, B., Moghadam, N. T., & Schirmer, M. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4674693 · Cited by 1
Alvarado-Arias, N., Cabrera-Torres, F., & Moya-Almeida, V. (2022) · Research Square · doi:10.21203/rs.3.rs-1760343/v1
David, J., Campos, F. S., & Cabral, P. (2022) · SSRN Electronic Journal · doi:10.2139/ssrn.4098735
Ikematsu, P., Portes, B. C. N., Pavani, B. F., Marques, M. G. D. A., Mendes, W., de Sousa, W. C., Sinisgalli, P. A. D. A., & Quintanilha, J. A. (2022) · doi:10.55333/rima-978-65-84811-08-9_023
(2023) · Hydrology and earth system sciences · doi:10.5194/hess-2023-25-rc1
(2023) · Hydrology and earth system sciences · doi:10.5194/hess-2023-25-rc2
Li, D., Liang, D., Fakheran, S., Li, T., Mumuni, J., Shrestha, A. K., & Sunderland, T. (2023) · Research Square · doi:10.21203/rs.3.rs-2764349/v1
Aziz, T. (2023) · Hydrology and earth system sciences · doi:10.5194/hess-2023-25-ac1
Aziz, T. (2023) · Hydrology and earth system sciences · doi:10.5194/hess-2023-25-ac2
Ghabelnezam, E., Alaei, N., Babaei, L., Hazbavi, Z., & Mostafazadeh, R. (2023) · Research Square · doi:10.21203/rs.3.rs-3152535/v1
Oddi, F. J., Torres, A. M., Pompeu, J., Magrach, A., Balbi, S., Villa, F., & Garibaldi, L. A. (2023) · Ecología Austral · doi:10.25260/ea.23.33.3.0.2257
Andualem, Z. A., Meshesha, D. T., & Hassen, E. E. (2024) · International Journal of River Basin Management · doi:10.1080/15715124.2024.2376077
Fonseca, F. N. D. A., Bustamante, M., & dos Anjos, S. S. N. (2024) · Revista de Gestão Social e Ambiental · doi:10.24857/rgsa.v18n10-211
Zhang, T., Shao, Q., & Huang, H. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.5066616
Ecosystem Services and Sustainability: A Framework for Improving Decision-Making in Urban Areas
Torres, A. V. (2022) · University of North Texas Digital Library (University of North Texas) · doi:10.12794/metadc1944341
AIoT in Environmental Sustainability
Sharf, R., & Sharf, Y. (2025) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3693-8547-0.ch011
1618 Sustainability with artificial intelligence: obstacles, opportunities, and research agenda
Dixit, E., & Rani, S. (2025) · De Gruyter eBooks · doi:10.1515/9783111612034-008
Ecosystem service models are indeed being validated: A response to Pereira et al. (2025)
Bullock, J. M., Hooftman, D. A. P., Redhead, J. W., & Willcock, S. (2026) · Geography and sustainability · doi:10.1016/j.geosus.2026.100412
Reply to Bullock et al. (2026) on ecosystem service models are indeed being validated
Pereira, P. A. D. S., Inácio, M., Barcelo, D., & Zhao, W. (2026) · Geography and sustainability · doi:10.1016/j.geosus.2026.100462
Shifaw, E., Vílas, C., Corzo, A., & Papaspyrou, S. (2026) · Water Research X · doi:10.1016/j.wroa.2026.100537
Gautam, A., & Narine, L. L. (2026) · Remote Sensing · doi:10.3390/rs18122023
Ecosystem Service Mapping Identifies Opportunities to Realign Forest Management StrategiesPreprint
Karimi, H., Staudhammer, C. L., Therrell, M. D., Mungai, L. M., Jones, C. N., Amanambu, A. C., & Fedoroff, M. P. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7155799
Digital knowledge-based tools for a proactive approach to climate-risk management in urban design
Palma, M. D., & Rigillo, M. (2026) · TECHNE - Journal of Technology for Architecture and Environment · doi:10.36253/techne-18695
Nedkov, S., Parvanova, K., Yakovleva, S. V., Vasileva, I., & Paunova, M. (2026) · BIORISK – Biodiversity and Ecosystem Risk Assessment · doi:10.3897/biorisk.24.197390
Metadata
- Authors
- Ochoa, V., & Urbina-Cardona, N.
- Affiliations
- Pontificia Universidad Javeriana (CO)
- Corresponding author
- Ochoa, Vivian
- Venue
- Ecosystem Services
- Publisher
- Elsevier BV
- Published
- 2017-08
- Volume
- 26
- Pages
- 155-169
- ISSN
- 2212-0416 (ISSN-L)
- 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
- 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