Tip

  1. Need help? Please let us know in the UMEP Community.

  2. Please report issues with the manual on the GitHub Issues.

  3. Please cite SUEWS with proper information from our Zenodo page.

3. References

Allen et al. 2010

Allen, L., Lindberg, F., and Grimmond, C. S. B. Global to city scale urban anthropogenic heat flux: Model and variability. Int. J. Climatol., 31(13):1990–2005, September 2010. doi:10.1002/joc.2210.

Anandakumar 1999

Anandakumar, K. A study on the partition of net radiation into heat fluxes on a dry asphalt surface. Atmos. Environ., 33(24-25):3911–3918, October 1999. doi:10.1016/s1352-2310(99)00133-8.

Asaeda and Ca 1993

Asaeda, Takashi and Ca, Vu Thanh. The subsurface transport of heat and moisture and its effect on the environment: A numerical model. Boundary-Layer Meteorol, 65(1-2):159–179, July 1993. doi:10.1007/bf00708822.

Auer 1974

Auer, August H. The rain versus snow threshold temperatures. Weatherwise, 27(2):67–67, April 1974. doi:10.1080/00431672.1974.9931684.

Bellucco et al. 2017

Bellucco, Veronica, Marras, Serena, Grimmond, C. Susan B., Järvi, Leena, Sirca, Costantino, and Spano, Donatella. Modelling the biogenic CO 2 exchange in urban and non-urban ecosystems through the assessment of light-response curve parameters. Agr. Forest Meteorol., 236:113–122, April 2017. doi:10.1016/j.agrformet.2016.12.011.

Berrizbeitia et al. 2020

Berrizbeitia, Saioa Etxebarria, Jadraque Gago, Eulalia, and Muneer, Tariq. Empirical Models for the Estimation of Solar Sky-Diffuse Radiation. A Review and Experimental Analysis. Energies, 13(3):701, Feb 2020. doi:10.3390/en13030701.

Best and Grimmond 2014

Best, M.J. and Grimmond, C.S.B. Importance of initial state and atmospheric conditions for urban land surface models' performance. Urban Clim., 10:387–406, December 2014. doi:10.1016/j.uclim.2013.10.006.

Breuer et al. 2003

Breuer, Lutz, Eckhardt, Klaus, and Frede, Hans-Georg. Plant parameter values for models in temperate climates. Ecol. Model., 169(2-3):237–293, November 2003. doi:10.1016/s0304-3800(03)00274-6.

Businger et al. 1971

Businger, J. A., Wyngaard, J. C., Izumi, Y., and Bradley, E. F. Flux-profile relationships in the atmospheric surface layer. J. Atmos. Sci., 28(2):181–189, March 1971. doi:10.1175/1520-0469(1971)028<0181:fprita>2.0.co;2.

Calder and Wright 1986

Calder, I. R. and Wright, I. R. Gamma ray attenuation studies of interception from sitka spruce: Some evidence for an additional transport mechanism. Water Resour. Res., 22(3):409–417, March 1986. doi:10.1029/wr022i003p00409.

Campbell and Norman 1998

Campbell, Gaylon S. and Norman, John M. Wind, chapter Wind, pages 63–75. Springer New York, New York, NY, 1998. doi:10.1007/978-1-4612-1626-1_5.

Cleugh and Grimmond 2001

Cleugh, H. A. and Grimmond, C. S. B. Modelling regional scale surface energy exchanges and cbl growth in a heterogeneous, urban-rural landscape. Bound.-Layer Meteorol., 98(1):1–31, January 2001. doi:10.1023/a:1018798928158.

Davies and Hollis 1981

Davies, Hilary and Hollis, T. Measurements of rainfall-runoff volume relationships and water balance for roofs and roads. In Second International Conference on Urban Storm Drainage, volume 434, 441. 1981.

Doll et al. 1985

Doll, Dennis, Ching, J. K. S., and Kaneshiro, Jack. Parameterization of subsurface heating for soil and concrete using net radiation data. Boundary-Layer Meteorol, 32(4):351–372, August 1985. doi:10.1007/bf00122000.

Dyer 1974

Dyer, A. J. A review of flux-profile relationships. Boundary-Layer Meteorol, 7(3):363–372, November 1974. doi:10.1007/bf00240838.

Falk and Niemczynowicz 1978

Falk, J. and Niemczynowicz, J. Characteristics of the above ground runoff in sewered catchments. In Proc. Internat. Conf. on Urban Storm Drainage, 159–171. John Wiley and Sons, New York, 1978.

Flanagan et al. 2002

Flanagan, Lawrence B., Wever, Linda A., and Carlson, Peter J. Seasonal and interannual variation in carbon dioxide exchange and carbon balance in a northern temperate grassland. Global Change Biol., 8(7):599–615, June 2002. doi:10.1046/j.1365-2486.2002.00491.x.

Fuchs and Hadas 1972

Fuchs, Marcel and Hadas, Amos. The heat flux density in a non-homogeneous bare loessial soil. Boundary-Layer Meteorol, 3(2):191–200, December 1972. doi:10.1007/bf02033918.

Grimmond 1992

Grimmond, C. S. B. The suburban energy balance: Methodological considerations and results for a mid-latitude west coast city under winter and spring conditions. Int. J. Climatol., 12(5):481–497, July 1992. doi:10.1002/joc.3370120506.

Grimmond and Oke 1991

Grimmond, C. S. B. and Oke, T. R. An evapotranspiration-interception model for urban areas. Water Resour. Res., 27(7):1739–1755, July 1991. doi:10.1029/91wr00557.

Grimmond and Oke 1999

Grimmond, C. S. B. and Oke, T. R. Heat storage in urban areas: Local-scale observations and evaluation of a simple model. J. Appl. Meteor., 38(7):922–940, July 1999. doi:10.1175/1520-0450(1999)038<0922:hsiual>2.0.co;2.

Grimmond and Oke 2002

Grimmond, C. S. B. and Oke, T. R. Turbulent heat fluxes in urban areas: Observations and a local-scale urban meteorological parameterization scheme (LUMPS). J. Appl. Meteor., 41(7):792–810, July 2002. doi:10.1175/1520-0450(2002)041<0792:thfiua>2.0.co;2.

Grimmond et al. 1986

Grimmond, C. S. B., Oke, T. R., and Steyn, D. G. Urban water balance: 1. a model for daily totals. Water Resour. Res., 22(10):1397–1403, September 1986. doi:10.1029/wr022i010p01397.

Grimmond et al. 1991

Grimmond, C.S.B., Cleugh, H.A., and Oke, T.R. An objective urban heat storage model and its comparison with other schemes. Atmospheric Environment. Part B. Urban Atmosphere, 25(3):311–326, January 1991. doi:10.1016/0957-1272(91)90003-w.

Halldin et al. 1979

Halldin, S., Grip, H., and Perttu, K. Model for energy exchange of a pine forest canopy. In Comparison of Forest Water and Energy Exchange Models, pages 59–75. Elsevier, 1979. doi:10.1016/b978-0-444-41844-9.50012-3.

Harman and Finnigan 2007

Harman, Ian N. and Finnigan, John J. A simple unified theory for flow in the canopy and roughness sublayer. Boundary-Layer Meteorol, 123(2):339–363, March 2007. doi:10.1007/s10546-006-9145-6.

Harman and Finnigan 2008

Harman, Ian N. and Finnigan, John J. Scalar concentration profiles in the canopy and roughness sublayer. Boundary-Layer Meteorol, 129(3):323–351, October 2008. doi:10.1007/s10546-008-9328-4.

Hogan 2019

Hogan, Robin J. Flexible Treatment of Radiative Transfer in Complex Urban Canopies for Use in Weather and Climate Models. Boundary-Layer Meteorol., 173(1):53–78, Oct 2019. doi:10.1007/s10546-019-00457-0.

Hogan and Matricardi 2020

Hogan, Robin J. and Matricardi, Marco. Evaluating and improving the treatment of gases in radiation schemes: the Correlated K-Distribution Model Intercomparison Project (CKDMIP). Geosci. Model Dev., 13(12):6501–6521, Dec 2020. doi:10.5194/gmd-13-6501-2020.

Hogan et al. 2018

Hogan, Robin J., Quaife, Tristan, and Braghiere, Renato. Fast matrix treatment of 3-D radiative transfer in vegetation canopies: SPARTACUS-Vegetation 1.1. Geosci. Model Dev., 11(1):339–350, Jan 2018. doi:10.5194/gmd-11-339-2018.

Högström 1988

Högström, Ulf. Non-dimensional wind and temperature profiles in the atmospheric surface layer: A re-evaluation. Boundary-Layer Meteorol, 42(1-2):55–78, January 1988. doi:10.1007/bf00119875.

Iamarino et al. 2011

Iamarino, Mario, Beevers, Sean, and Grimmond, C. S. B. High-resolution (space, time) anthropogenic heat emissions: London 1970-2025. Int. J. Climatol., 32(11):1754–1767, July 2011. doi:10.1002/joc.2390.

Jarvis 1976

Jarvis, P. G. The interpretation of the variations in leaf water potential and stomatal conductance found in canopies in the field. Phil. Trans. R. Soc. Lond. B, 273(927):593–610, February 1976. doi:10.1098/rstb.1976.0035.

Järvi et al. 2014

Järvi, L., Grimmond, C. S. B., Taka, M., Nordbo, A., Setälä, H., and Strachan, I. B. Development of the surface urban energy and water balance scheme (SUEWS) for cold climate cities. Geosci. Model Dev., 7(4):1691–1711, August 2014. doi:10.5194/gmd-7-1691-2014.

Järvi et al. 2011

Järvi, L., Grimmond, C.S.B., and Christen, A. The surface urban energy and water balance scheme (SUEWS): Evaluation in Los Angeles and Vancouver. J. Hydrol., 411(3-4):219–237, December 2011. doi:10.1016/j.jhydrol.2011.10.001.

Järvi et al. 2012

Järvi, L., Nordbo, A., Junninen, H., Riikonen, A., Moilanen, J., Nikinmaa, E., and Vesala, T. Seasonal and annual variation of carbon dioxide surface fluxes in helsinki, finland, in 2006–2010. Atmos. Chem. Phys., 12(18):8475–8489, September 2012. doi:10.5194/acp-12-8475-2012.

Järvi et al. 2019

Järvi, Leena, Havu, Minttu, Ward, Helen C., Bellucco, Veronica, McFadden, Joseph P., Toivonen, Tuuli, Heikinheimo, Vuokko, Kolari, Pasi, Riikonen, Anu, and Grimmond, C. Sue B. Spatial modeling of Local-Scale biogenic and anthropogenic carbon dioxide emissions in Helsinki. J. Geophys. Res. Atmos., 124(15):8363–8384, August 2019. doi:10.1029/2018jd029576.

Kanda et al. 2007

Kanda, M., Kanega, M., Kawai, T., Moriwaki, R., and Sugawara, H. Roughness lengths for momentum and heat derived from outdoor urban scale models. J. Appl. Meteorol. Clim., 46(7):1067–1079, July 2007. doi:10.1175/jam2500.1.

Kawai et al. 2009

Kawai, Toru, Ridwan, Mohammad Kholid, and Kanda, Manabu. Evaluation of the simple urban energy balance model using selected data from 1-yr flux observations at two cities. J. Appl. Meteorol. Clim., 48(4):693–715, April 2009. doi:10.1175/2008jamc1891.1.

Kent et al. 2017a

Kent, Christoph W., Grimmond, Sue, Barlow, Janet, Gatey, David, Kotthaus, Simone, Lindberg, Fredrik, and Halios, Christos H. Evaluation of urban local-scale aerodynamic parameters: Implications for the vertical profile of wind speed and for source areas. Boundary-Layer Meteorol, 164(2):183–213, April 2017. doi:10.1007/s10546-017-0248-z.

Kent et al. 2017b

Kent, Christoph W., Grimmond, Sue, and Gatey, David. Aerodynamic roughness parameters in cities: Inclusion of vegetation. J. Wind Eng. Ind. Aerod., 169:168–176, October 2017. doi:10.1016/j.jweia.2017.07.016.

Kokkonen et al. 2018a

Kokkonen, T. V., Grimmond, C. S. B., Christen, A., Oke, T. R., and Järvi, L. Changes to the water balance over a century of urban development in two neighborhoods: Vancouver, Canada. Water Resour. Res., 54(9):6625–6642, September 2018. doi:10.1029/2017wr022445.

Kokkonen et al. 2018b

Kokkonen, T.V., Grimmond, C.S.B., Räty, O., Ward, H.C., Christen, A., Oke, T.R., Kotthaus, S., and Järvi, L. Sensitivity of surface urban energy and water balance scheme (SUEWS) to downscaling of reanalysis forcing data. Urban Clim., 23:36–52, March 2018. ICUC9: The 9th International Conference on Urban Climate. doi:10.1016/j.uclim.2017.05.001.

Konarska et al. 2013

Konarska, Janina, Lindberg, Fredrik, Larsson, Annika, Thorsson, Sofia, and Holmer, Björn. Transmissivity of solar radiation through crowns of single urban trees—application for outdoor thermal comfort modelling. Theor Appl Climatol, 117(3-4):363–376, September 2013. doi:10.1007/s00704-013-1000-3.

Kotthaus et al. 2014

Kotthaus, Simone, Smith, Thomas E. L., Wooster, Martin J., and Grimmond, C. S. B. Derivation of an urban materials spectral library through emittance and reflectance spectroscopy. ISPRS J. Photogramm. Remote Sens., 94:194–212, Aug 2014. doi:10.1016/j.isprsjprs.2014.05.005.

Lindberg et al. 2013

Lindberg, F., Grimmond, C.S.B., Yogeswaran, N., Kotthaus, S., and Allen, L. Impact of city changes and weather on anthropogenic heat flux in Europe 1995–2015. Urban Clim., 4:1–15, July 2013. doi:10.1016/j.uclim.2013.03.002.

Lindberg and Grimmond 2011

Lindberg, Fredrik and Grimmond, C. S. B. The influence of vegetation and building morphology on shadow patterns and mean radiant temperatures in urban areas: Model development and evaluation. Theor Appl Climatol, 105(3-4):311–323, January 2011. doi:10.1007/s00704-010-0382-8.

Lindberg et al. 2008

Lindberg, Fredrik, Holmer, Björn, and Thorsson, Sofia. SOLWEIG 1.0 – modelling spatial variations of 3D radiant fluxes and mean radiant temperature in complex urban settings. Int J Biometeorol, 52(7):697–713, June 2008. doi:10.1007/s00484-008-0162-7.

Loridan and Grimmond 2012

Loridan, Thomas and Grimmond, C. S. B. Characterization of energy flux partitioning in urban environments: Links with surface seasonal properties. J. Appl. Meteorol. Clim., 51(2):219–241, February 2012. doi:10.1175/jamc-d-11-038.1.

Loridan et al. 2011

Loridan, Thomas, Grimmond, C. S. B., Offerle, Brian D., Young, Duick T., Smith, Thomas E. L., Järvi, Leena, and Lindberg, Fredrik. Local-scale urban meteorological parameterization scheme (LUMPS): Longwave radiation parameterization and seasonality-related developments. J. Appl. Meteorol. Clim., 50(1):185–202, January 2011. doi:10.1175/2010jamc2474.1.

Macdonald et al. 1998

Macdonald, R.W., Griffiths, R.F., and Hall, D.J. An improved method for the estimation of surface roughness of obstacle arrays. Atmos. Environ., 32(11):1857–1864, June 1998. doi:10.1016/s1352-2310(97)00403-2.

McCaughey 1985

McCaughey, J. H. Energy balance storage terms in a mature mixed forest at petawawa, Ontario ? a case study. Boundary-Layer Meteorol, 31(1):89–101, January 1985. doi:10.1007/bf00120036.

Meyn and Oke 2009

Meyn, Stephanie K. and Oke, T.R. Heat fluxes through roofs and their relevance to estimates of urban heat storage. Energ. Buildings, 41(7):745–752, July 2009. doi:10.1016/j.enbuild.2009.02.005.

NARITA et al. 1984

NARITA, Ken-ichi, SEKINE, Takeshi, and TOKUOKA, Toshikazu. Thermal properties of urban surface materials. Geogr. Rev. Jpn, Ser. A, Chirigaku Hyoron, 57(9):639–651, September 1984. doi:10.4157/grj1984a.57.9_639.

Novak 1981

Novak, Michael David. The moisture and thermal regimes of a bare soil in the lower Fraser Valley during spring. PhD thesis, University of British Columbia, 1981. doi:10.14288/1.0095282.

Nunez and Oke 1977

Nunez, M. and Oke, T. R. The energy balance of an urban canyon. J. Appl. Meteor., 16(1):11–19, January 1977. doi:10.1175/1520-0450(1977)016<0011:teboau>2.0.co;2.

Offerle et al. 2005

Offerle, B., Grimmond, C. S. B., and Fortuniak, K. Heat storage and anthropogenic heat flux in relation to the energy balance of a central European city centre. Int. J. Climatol., 25(10):1405–1419, August 2005. doi:10.1002/joc.1198.

Offerle et al. 2003

Offerle, B., Grimmond, C. S. B., and Oke, T. R. Parameterization of net all-wave radiation for urban areas. J. Appl. Meteor., 42(8):1157–1173, August 2003. doi:10.1175/1520-0450(2003)042<1157:ponarf>2.0.co;2.

Oke 2002

Oke, T. R. Boundary Layer Climates. Routledge, September 2002. ISBN 9781134951345. doi:10.4324/9780203407219.

Onomura et al. 2015

Onomura, S., Grimmond, C.S.B., Lindberg, F., Holmer, B., and Thorsson, S. Meteorological forcing data for urban outdoor thermal comfort models from a coupled convective boundary layer and surface energy balance scheme. Urban Clim., 11:1–23, March 2015. doi:10.1016/j.uclim.2014.11.001.

Reindl et al. 1990

Reindl, D.T., Beckman, W.A., and Duffie, J.A. Diffuse fraction correlations. Sol. Energy, 45(1):1–7, 1990. doi:10.1016/0038-092x(90)90060-p.

Ruimy et al. 1995

Ruimy, A., Jarvis, P.G., Baldocchi, D.D., and Saugier, B. CO2 fluxes over plant canopies and solar radiation: A review. In Advances in Ecological Research, pages 1–68. Elsevier, 1995. doi:10.1016/s0065-2504(08)60063-x.

Sailor and Lu 2004

Sailor, David J. and Lu, Lu. A top–down methodology for developing diurnal and seasonal anthropogenic heating profiles for urban areas. Atmos. Environ., 38(17):2737–2748, June 2004. doi:10.1016/j.atmosenv.2004.01.034.

Sailor and Vasireddy 2006

Sailor, David J. and Vasireddy, Chittaranjan. Correcting aggregate energy consumption data to account for variability in local weather. Environ. Modell. Softw., 21(5):733–738, May 2006. doi:10.1016/j.envsoft.2005.08.001.

Schmid 2000

Schmid, H. Measurements of CO2 and energy fluxes over a mixed hardwood forest in the mid-western united states. Agr. Forest Meteorol., 103(4):357–374, July 2000. doi:10.1016/s0168-1923(00)00140-4.

South et al. 1998

South, Catherine, Susan, C., Grimmond, B., and Wolfe, Charlotte P. Evapotranspiration rates from wetlands with different disturbance histories: Indiana dunes national lakeshore. Wetlands, 18(2):216–229, June 1998. doi:10.1007/bf03161657.

Sun et al. 2017

Sun, Ting, Wang, Zhi-Hua, Oechel, Walter C., and Grimmond, Sue. The analytical objective hysteresis model (AnOHM v1.0): Methodology to determine bulk storage heat flux coefficients. Geosci. Model Dev., 10(7):2875–2890, July 2017. doi:10.5194/gmd-10-2875-2017.

Taesler 1980

Taesler, Roger. Studies of the development and thermal structure of the urban boundary layer in uppsala. Part 1: Experimental program and Part 2: Data analysis and results. Rep. 61. Uppsala, Sweden : Uppsala Universitetet. Uppsala, Sweden : Uppsala Universitetet, 1980. ISBN 221015643.

Tang et al. 2021

Tang, Yihao, Sun, Ting, Luo, Zhiwen, Omidvar, Hamidreza, Theeuwes, Natalie, Xie, Xiaoxiong, Xiong, Jie, Yao, Runming, and Grimmond, Sue. Urban meteorological forcing data for building energy simulations. Building and Environment, 204:108088, October 2021. doi:10.1016/j.buildenv.2021.108088.

Theeuwes et al. 2019

Theeuwes, Natalie E., Ronda, Reinder J., Harman, Ian N., Christen, Andreas, and Grimmond, C. Sue B. Parametrizing horizontally-averaged wind and temperature profiles in the urban roughness sublayer. Boundary-Layer Meteorol, 173(3):321–348, September 2019. doi:10.1007/s10546-019-00472-1.

Van Ulden and Holtslag 1985

Van Ulden, A. P. and Holtslag, A. A. M. Estimation of atmospheric boundary layer parameters for diffusion applications. J. Climate Appl. Meteor., 24(11):1196–1207, November 1985. doi:10.1175/1520-0450(1985)024<1196:eoablp>2.0.co;2.

Voogt and Grimmond 2000

Voogt, J. A. and Grimmond, C. S. B. Modeling surface sensible heat flux using surface radiative temperatures in a simple urban area. J. Appl. Meteorol., 39(10):1679–1699, October 2000. doi:10.1175/1520-0450-39.10.1679.

Ward et al. 2016

Ward, H.C., Kotthaus, S., Järvi, L., and Grimmond, C.S.B. Surface urban energy and water balance scheme (SUEWS): Development and evaluation at two UK sites. Urban Clim., 18:1–32, December 2016. doi:10.1016/j.uclim.2016.05.001.

Yang et al. 2020

Yang, Bin, He, Yuhao, and Chen, Wei. A simple method for estimation of leaf dry matter content in fresh leaves using leaf scattering albedo. Global Ecol. Conserv., 23:e01201, Sep 2020. doi:10.1016/j.gecco.2020.e01201.

Yap 1973

Yap, David Hamilton. Sensible heat fluxes measured in and near Vancouver, B.C. PhD thesis, University of British Columbia, 1973. doi:10.14288/1.0101037.

Yoshida et al. 1990

Yoshida, Atsumasa, Tominaga, Kazuhide, and Watatani, Shigeru. Field measurements on energy balance of an urban canyon in the summer season. Energ. Buildings, 15(3-4):417–423, January 1990. doi:10.1016/0378-7788(90)90016-c.