Articles | Volume 17, issue 12
https://doi.org/10.5194/gmd-17-4755-2024
https://doi.org/10.5194/gmd-17-4755-2024
Model evaluation paper
 | 
18 Jun 2024
Model evaluation paper |  | 18 Jun 2024

Calibrating and validating the Integrated Valuation of Ecosystem Services and Tradeoffs (InVEST) urban cooling model: case studies in France and the United States

Perrine Hamel, Martí Bosch, Léa Tardieu, Aude Lemonsu, Cécile de Munck, Chris Nootenboom, Vincent Viguié, Eric Lonsdorf, James A. Douglass, and Richard P. Sharp

Related authors

A spatially explicit approach to simulate urban heat mitigation with InVEST (v3.8.0)
Martí Bosch, Maxence Locatelli, Perrine Hamel, Roy P. Remme, Jérôme Chenal, and Stéphane Joost
Geosci. Model Dev., 14, 3521–3537, https://doi.org/10.5194/gmd-14-3521-2021,https://doi.org/10.5194/gmd-14-3521-2021, 2021
Short summary

Related subject area

Atmospheric sciences
The MESSy DWARF (based on MESSy v2.55.2)
Astrid Kerkweg, Timo Kirfel, Duong H. Do, Sabine Griessbach, Patrick Jöckel, and Domenico Taraborrelli
Geosci. Model Dev., 18, 1265–1286, https://doi.org/10.5194/gmd-18-1265-2025,https://doi.org/10.5194/gmd-18-1265-2025, 2025
Short summary
An enhanced emission module for the PALM model system 23.10 with application for PM10 emission from urban domestic heating
Edward C. Chan, Ilona J. Jäkel, Basit Khan, Martijn Schaap, Timothy M. Butler, Renate Forkel, and Sabine Banzhaf
Geosci. Model Dev., 18, 1119–1139, https://doi.org/10.5194/gmd-18-1119-2025,https://doi.org/10.5194/gmd-18-1119-2025, 2025
Short summary
Identifying lightning processes in ERA5 soundings with deep learning
Gregor Ehrensperger, Thorsten Simon, Georg J. Mayr, and Tobias Hell
Geosci. Model Dev., 18, 1141–1153, https://doi.org/10.5194/gmd-18-1141-2025,https://doi.org/10.5194/gmd-18-1141-2025, 2025
Short summary
Sensitivity of predicted ultrafine particle size distributions in Europe to different nucleation rate parameterizations using PMCAMx-UF v2.2
David Patoulias, Kalliopi Florou, and Spyros N. Pandis
Geosci. Model Dev., 18, 1103–1118, https://doi.org/10.5194/gmd-18-1103-2025,https://doi.org/10.5194/gmd-18-1103-2025, 2025
Short summary
Explaining neural networks for detection of tropical cyclones and atmospheric rivers in gridded atmospheric simulation data
Tim Radke, Susanne Fuchs, Christian Wilms, Iuliia Polkova, and Marc Rautenhaus
Geosci. Model Dev., 18, 1017–1039, https://doi.org/10.5194/gmd-18-1017-2025,https://doi.org/10.5194/gmd-18-1017-2025, 2025
Short summary

Cited articles

Allen, R. G., Pereira, L. S., Raes, D., and Smith, M.: FAO Irrigation and Drainage Paper No. 56. Irrigation and Drainage, 56, No. 97, Food and Agriculture Organization of the United Nations, Rome, ISBN 978-9251042199, 1998. 
APUR: Atténuer les îlots de chaleur urbains – Cahier n° 5: méthodes et outils de conception des projets, https://www.apur.org/fr/nos-travaux/attenuer-ilots-chaleur-urbains-cahier-5-methodes-outils-conception-projets (last access: 30 April 2023), 2020. 
Aslam, A. and Rana, I. A.: The use of local climate zones in the urban environment: A systematic review of data sources, methods, and themes, Urban Clim., 42, 101120, https://doi.org/10.1016/J.UCLIM.2022.101120, 2022. 
Bartesaghi Koc, C., Osmond, P., and Peters, A.: Evaluating the cooling effects of green infrastructure: A systematic review of methods, indicators and data sources, Sol. Energy, 166, 486–508, https://doi.org/10.1016/J.SOLENER.2018.03.008, 2018. 
Bolund, P. and Hunhammar, S.: Ecosystem services in urban areas, Ecol. Econ., 29, 293–301, https://doi.org/10.1016/S0921-8009(99)00013-0, 1999. 
Download
Short summary
The InVEST Urban Cooling model estimates the cooling effect of vegetation in cities. We further developed an algorithm to facilitate model calibration and evaluation. Applying the algorithm to case studies in France and in the United States, we found that nighttime air temperature estimates compare well with reference datasets. Estimated change in temperature from a land cover scenario compares well with an alternative model estimate, supporting the use of the model for urban planning decisions.
Share