Articles | Volume 14, issue 6
https://doi.org/10.5194/gmd-14-3521-2021
https://doi.org/10.5194/gmd-14-3521-2021
Model evaluation paper
 | 
11 Jun 2021
Model evaluation paper |  | 11 Jun 2021

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

Related authors

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
Geosci. Model Dev., 17, 4755–4771, https://doi.org/10.5194/gmd-17-4755-2024,https://doi.org/10.5194/gmd-17-4755-2024, 2024
Short summary

Related subject area

Earth and space science informatics
Random forests with spatial proxies for environmental modelling: opportunities and pitfalls
Carles Milà, Marvin Ludwig, Edzer Pebesma, Cathryn Tonne, and Hanna Meyer
Geosci. Model Dev., 17, 6007–6033, https://doi.org/10.5194/gmd-17-6007-2024,https://doi.org/10.5194/gmd-17-6007-2024, 2024
Short summary
An improved global pressure and zenith wet delay model with optimized vertical correction considering the spatiotemporal variability in multiple height-scale factors
Chunhua Jiang, Xiang Gao, Huizhong Zhu, Shuaimin Wang, Sixuan Liu, Shaoni Chen, and Guangsheng Liu
Geosci. Model Dev., 17, 5939–5959, https://doi.org/10.5194/gmd-17-5939-2024,https://doi.org/10.5194/gmd-17-5939-2024, 2024
Short summary
kNNDM CV: k-fold nearest-neighbour distance matching cross-validation for map accuracy estimation
Jan Linnenbrink, Carles Milà, Marvin Ludwig, and Hanna Meyer
Geosci. Model Dev., 17, 5897–5912, https://doi.org/10.5194/gmd-17-5897-2024,https://doi.org/10.5194/gmd-17-5897-2024, 2024
Short summary
Accelerating Lagrangian transport simulations on graphics processing units: performance optimizations of Massive-Parallel Trajectory Calculations (MPTRAC) v2.6
Lars Hoffmann, Kaveh Haghighi Mood, Andreas Herten, Markus Hrywniak, Jiri Kraus, Jan Clemens, and Mingzhao Liu
Geosci. Model Dev., 17, 4077–4094, https://doi.org/10.5194/gmd-17-4077-2024,https://doi.org/10.5194/gmd-17-4077-2024, 2024
Short summary
Focal-TSMP: deep learning for vegetation health prediction and agricultural drought assessment from a regional climate simulation
Mohamad Hakam Shams Eddin and Juergen Gall
Geosci. Model Dev., 17, 2987–3023, https://doi.org/10.5194/gmd-17-2987-2024,https://doi.org/10.5194/gmd-17-2987-2024, 2024
Short summary

Cited articles

Allen, R. G., Pereira, L. S., Raes, D., and Smith, M.: Crop evapotranspiration-Guidelines for computing crop water requirements – FAO Irrigation and drainage paper 56, Fao, Rome, 300, ISBN 92-5-104219-5, 1998. a, b
Angel, S., Sheppard, S., Civco, D. L., Buckley, R., Chabaeva, A., Gitlin, L., Kraley, A., Parent, J., and Perlin, M.: The dynamics of global urban expansion, Citeseer, Transport and Urban Development Department of The World Bank, Washington D.C., 2005. a
Angel, S., Blei, A. M., Civco, D. L., and Parent, J.: Atlas of urban expansion, Lincoln Institute of Land Policy Cambridge, MA, 2012. a
Anniballe, R., Bonafoni, S., and Pichierri, M.: Spatial and temporal trends of the surface and air heat island over Milan using MODIS data, Remote Sens. Environ., 150, 163–171, 2014. a, b
Arnfield, A. J.: Two decades of urban climate research: a review of turbulence, exchanges of energy and water, and the urban heat island, Int. J. Climatol., 23, 1–26, 2003. a
Download
Short summary
The article presents a novel approach to simulate urban heat mitigation from land use/land cover data based on three biophysical mechanisms: tree shade, evapotranspiration and albedo. An automated procedure is proposed to calibrate the model parameters to best fit temperature observations from monitoring stations. A case study in Lausanne, Switzerland, shows that the approach outperforms regressions based on satellite data and provides valuable insights into design heat mitigation policies.