Exploring the Impact of Land Cover and Topography on Rainfall Maxima in the Netherlands

H. W. ter Maat Earth System Science–Climate Change, Alterra–Wageningen UR, Wageningen, Netherlands

Search for other papers by H. W. ter Maat in
Current site
Google Scholar
PubMed
Close
,
E. J. Moors Earth System Science–Climate Change, Alterra–Wageningen UR, Wageningen, Netherlands

Search for other papers by E. J. Moors in
Current site
Google Scholar
PubMed
Close
,
R. W. A. Hutjes Earth System Science–Climate Change, Alterra–Wageningen UR, Wageningen, Netherlands

Search for other papers by R. W. A. Hutjes in
Current site
Google Scholar
PubMed
Close
,
A. A. M. Holtslag Department of Meteorology and Air Quality, Wageningen UR, Wageningen, Netherlands

Search for other papers by A. A. M. Holtslag in
Current site
Google Scholar
PubMed
Close
, and
A. J. Dolman Department of Earth Sciences, VU University Amsterdam, Amsterdam, Netherlands

Search for other papers by A. J. Dolman in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

The relative contribution of topography and land use on precipitation is analyzed in this paper for a forested area in the Netherlands. This area has an average yearly precipitation sum that can be 75–100 mm higher than the rest of the country. To analyze this contribution, different configurations of land use and topography are fed into a mesoscale model. The authors use the Regional Atmospheric Modeling System (RAMS) coupled with a land surface scheme simulating water vapor, heat, and momentum fluxes [Soil–Water–Atmosphere Plant System–Carbon (SWAPS-C)]. The model simulations are executed for two periods that cover varying large-scale synoptic conditions of summer and winter periods. The output of the experiments leads to the conclusion that the precipitation maximum at the Veluwe is forced by topography and land use. The effect of the forested area on the processes that influence precipitation is smaller in summertime conditions when the precipitation has a convective character. In frontal conditions, the forest has a more pronounced effect on local precipitation through the convergence of moisture. The effect of topography on monthly domain-averaged precipitation around the Veluwe is a 17% increase in the winter and a 10% increase in the summer, which is quite remarkable for topography with a maximum elevation of just above 100 m and moderate steepness. From this study, it appears that the version of RAMS using Mellor–Yamada turbulence parameterization simulates precipitation better in wintertime, but the configuration with the medium-range forecast (MRF) turbulence parameterization improves the simulation of precipitation in convective circumstances.

Corresponding author address: H. W. ter Maat, Wageningen UR, PO Box 47, 6700 AA Wageningen, Netherlands. E-mail: herbert.termaat@wur.nl

Abstract

The relative contribution of topography and land use on precipitation is analyzed in this paper for a forested area in the Netherlands. This area has an average yearly precipitation sum that can be 75–100 mm higher than the rest of the country. To analyze this contribution, different configurations of land use and topography are fed into a mesoscale model. The authors use the Regional Atmospheric Modeling System (RAMS) coupled with a land surface scheme simulating water vapor, heat, and momentum fluxes [Soil–Water–Atmosphere Plant System–Carbon (SWAPS-C)]. The model simulations are executed for two periods that cover varying large-scale synoptic conditions of summer and winter periods. The output of the experiments leads to the conclusion that the precipitation maximum at the Veluwe is forced by topography and land use. The effect of the forested area on the processes that influence precipitation is smaller in summertime conditions when the precipitation has a convective character. In frontal conditions, the forest has a more pronounced effect on local precipitation through the convergence of moisture. The effect of topography on monthly domain-averaged precipitation around the Veluwe is a 17% increase in the winter and a 10% increase in the summer, which is quite remarkable for topography with a maximum elevation of just above 100 m and moderate steepness. From this study, it appears that the version of RAMS using Mellor–Yamada turbulence parameterization simulates precipitation better in wintertime, but the configuration with the medium-range forecast (MRF) turbulence parameterization improves the simulation of precipitation in convective circumstances.

Corresponding author address: H. W. ter Maat, Wageningen UR, PO Box 47, 6700 AA Wageningen, Netherlands. E-mail: herbert.termaat@wur.nl
Save
  • Andre, J. C., and Coauthors, 1989: Impact of forests on mesoscale meteorology. Philos. Trans. Roy. Soc. London, B324, 407422.

  • Ashby, M., 1999: Modelling the water and energy balances of Amazonian rainforest and pasture using Anglo-Brazilian Amazonian climate observation study data. Agric. For. Meteor., 94, 79101.

    • Search Google Scholar
    • Export Citation
  • Christensen, J. H., Carter T. R. , Rummukainen M. , and Amanatidis G. , 2007: Evaluating the performance and utility of regional climate models: The PRUDENCE project. Climatic Change, 81, 16.

    • Search Google Scholar
    • Export Citation
  • Cotton, W. R., and Coauthors, 2003: RAMS 2001: Current status and future directions. Meteor. Atmos. Phys., 82, 529.

  • De Ridder, K., and Gallee H. , 1998: Land surface–induced regional climate change in southern Israel. J. Appl. Meteor., 37, 14701485.

    • Search Google Scholar
    • Export Citation
  • Dolman, A. J., Moors E. J. , Elbers J. A. , and Snijders W. , 1998: Evaporation and surface conductance of three temperate forests in the Netherlands. Ann. Sci. For., 55, 255270.

    • Search Google Scholar
    • Export Citation
  • Dyer, J., 2011: Analysis of a warm-season surface-influenced mesoscale convective boundary in northwest Mississippi. J. Hydrometeor., 12, 10071023.

    • Search Google Scholar
    • Export Citation
  • Ek, M. B., and Holtslag A. A. M. , 2004: Influence of soil moisture on boundary layer cloud development. J. Hydrometeor., 5, 8699.

  • Evers, P. W., Bouten W. , and van Grinsven J. J. M. , 1991: CORRELACI. Identification of traditional and air pollution related stress factors in a Douglas fir ecosystem: The ACIFORN stands. Rep. 623, De Dorschkamp, Wageningen, Netherlands, 202 pp.

  • Flatau, P. J., Tripoli G. J. , Verlinde J. , and Cotton W. R. , 1989: The CSU-RAMS cloud microphysical module: General theory and code documentation. Paper 451, Dept. of Atmospheric Science, Colorado State University, Fort Collins, CO, 88 pp. [Available online at http://digitool.library.colostate.edu///exlibris/dtl/d3_1/apache_media/L2V4bGlicmlzL2R0bC9kM18xL2FwYWNoZV9tZWRpYS8yMDQ0.pdf.]

  • Fraedrich, K., Kleidon A. , and Lunkeit F. , 1999: A green planet versus a desert world: Estimating the effect of vegetation extremes on the atmosphere. J. Climate, 12, 31563163.

    • Search Google Scholar
    • Export Citation
  • Global Soil Data Task Group, 2000: Global gridded surfaces of selected soil characteristics (IGBP-DIS). Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, TN, digital media. [Available online at http://daac.ornl.gov/cgi-bin/dsviewer.pl?ds_id=569.]

  • Hanan, N. P., Kabat P. , Dolman A. J. , and Elbers J. A. , 1998: Photosynthesis and carbon balance of a Sahelian fallow savanna. Global Change Biol., 4, 523538.

    • Search Google Scholar
    • Export Citation
  • Harrington, J. Y., 1997: The effects of radiative and microphysical processes on simulated warm and transition season arctic stratus. Ph.D. thesis, Colorado State University, 289 pp.

    • Search Google Scholar
    • Export Citation
  • Holtslag, A. A. M., and Boville B. A. , 1993: Local versus nonlocal boundary-layer diffusion in a global climate model. J. Climate, 6, 18251842.

    • Search Google Scholar
    • Export Citation
  • Hong, S. Y., and Pan H. L. , 1996: Nonlocal boundary layer vertical diffusion in a Medium-Range Forecast Model. Mon. Wea. Rev., 124, 23222339.

    • Search Google Scholar
    • Export Citation
  • Jacobs, A. F. G., Heusinkveld B. G. , and Holtslag A. A. M. , 2009: Eighty years of meteorological observations at Wageningen, the Netherlands: Precipitation and evapotranspiration. Int. J. Climatol., 30, 13151321.

    • Search Google Scholar
    • Export Citation
  • Kabat, P., and Coauthors, 2004: Vegetation, Water, Humans and the Climate: A New Perspective on an Interactive System. Springer Verlag, 566 pp.

  • Kala, J., Lyons T. J. , and Nair U. S. , 2011: Numerical simulations of the impacts of land-cover change on cold fronts in south-west Western Australia. Bound.-Layer Meteor., 138, 121138.

    • Search Google Scholar
    • Export Citation
  • KNMI, 2011: De Bosatlas van het Klimaat. Noordhoff Uitgevers B.V., 112 pp.

  • Koning, A. J., and Franses P. H. , 2005: Are precipitation levels getting higher? Statistical evidence for the Netherlands. J. Climate, 18, 47014714.

    • Search Google Scholar
    • Export Citation
  • Koster, R. D., and Coauthors, 2004: Regions of strong coupling between soil moisture and precipitation. Science, 305, 11381140.

  • Lenderink, G., van Meijgaard E. , and Selten F. , 2009: Intense coastal rainfall in the Netherlands in response to high sea surface temperatures: Analysis of the event of August 2006 from the perspective of a changing climate. Climate Dyn., 32, 1933.

    • Search Google Scholar
    • Export Citation
  • Mellor, G. L., and Yamada T. , 1982: Development of a turbulence closure model for geophysical fluid problems. Rev. Geophys., 20, 851875.

    • Search Google Scholar
    • Export Citation
  • Moors, E. J., 2012: Water use of forests in the Netherlands. Ph.D. thesis, Vrije Universiteit Amsterdam, Amsterdam, Netherlands, 234 pp.

  • Mücher, C. A., and Coauthors, 2001: Development of a consistent methodology to derive land cover information on a European scale from remote sensing for environmental monitoring: The PELCOM report. Alterra Rep. 178, 159 pp.

  • Nair, U. S., Wu Y. , Kala J. , Lyons T. J. , Pielke R. A. , and Hacker J. M. , 2011: The role of land use change on the development and evolution of the west coast trough, convective clouds, and precipitation in southwest Australia. J. Geophys. Res., 116, D07103, doi:10.1029/2010JD014950.

    • Search Google Scholar
    • Export Citation
  • Noilhan, J., Lacarrere P. , and Bougeault P. , 1991: An experiment with an advanced surface parameterization in a mesobeta-scale model. Part III: Comparison with the HAPEX–MOBILHY dataset. Mon. Wea. Rev., 119, 23932413.

    • Search Google Scholar
    • Export Citation
  • Pfister, L., Kwadijk J. , Musy A. , Bronstert A. , and Hoffmann L. , 2004: Climate change, land use change and runoff prediction in the Rhine–Meuse basins. River Res. Appl., 20, 229241.

    • Search Google Scholar
    • Export Citation
  • Pielke, R. A., Dalu G. A. , Snook J. S. , Lee T. J. , and Kittel T. G. F. , 1991: Nonlinear influence of mesoscale land-use on weather and climate. J. Climate, 4, 10531069.

    • Search Google Scholar
    • Export Citation
  • Pielke, R. A., and Coauthors, 1992: A comprehensive meteorological modeling system—RAMS. Meteor. Atmos. Phys., 49, 6991.

  • Pielke, R. A., Marland G. , Betts R. A. , Chase T. N. , Eastman J. L. , Niles J. O. , Niyogi D. S. , and Running S. W. , 2002: The influence of land-use change and landscape dynamics on the climate system: Relevance to climate-change policy beyond the radiative effect of greenhouse gases. Philos. Trans. Roy. Soc. London,A360, 1705–1719.

  • Pielke, R. A., Adegoke J. , Beltrán-Przekurat A. , Hiemstra C. A. , Lin J. , Nair U. S. , Niyogi D. , and Nobis T. E. , 2007: An overview of regional land-use and land-cover impacts on rainfall. Tellus, 59B, 587601.

    • Search Google Scholar
    • Export Citation
  • Rayner, N. A., Parker D. E. , Horton E. B. , Folland C. K. , Alexander L. V. , Rowell D. P. , Kent E. C. , and Kaplan A. , 2003: Global analyses of sea surface temperature, sea ice, and night marine air temperature since the late nineteenth century. J. Geophys. Res., 108, 4407, doi:10.1029/2002JD002670.

    • Search Google Scholar
    • Export Citation
  • Sampaio, G., Nobre C. , Costa M. H. , Satyamurty P. , Soares B. S. , and Cardoso M. , 2007: Regional climate change over eastern Amazonia caused by pasture and soybean cropland expansion. Geophys. Res. Lett., L17709, doi:10.1029/2007GL030612.

    • Search Google Scholar
    • Export Citation
  • Schar, C., Luthi D. , Beyerle U. , and Heise E. , 1999: The soil-precipitation feedback: A process study with a regional climate model. J. Climate, 12, 722741.

    • Search Google Scholar
    • Export Citation
  • Sogalla, M., Kruger A. , and Kerschgens M. , 2006: Mesoscale modelling of interactions between rainfall and the land surface in West Africa. Meteor. Atmos. Phys., 91, 211221.

    • Search Google Scholar
    • Export Citation
  • Steeneveld, G. J., Mauritsen T. , de Bruijn E. I. F. , Vilà-Guerau de Arellano J. , Svensson G. , and Holtslag A. A. M. , 2008: Evaluation of limited-area models for the representation of the diurnal cycle and contrasting nights in CASES-99. J. Appl. Meteor. Climatol., 47, 869887.

    • Search Google Scholar
    • Export Citation
  • Steeneveld, G. J., Tolk L. F. , Moene A. F. , Hartogensis O. K. , Peters W. , and Holtslag A. A. M. , 2011: Confronting the WRF and RAMS mesoscale models with innovative observations in the Netherlands: Evaluating the boundary layer heat budget. J. Geophys. Res., 116, D23114, doi:10.1029/2011JD016303.

    • Search Google Scholar
    • Export Citation
  • Stuurgroep Grondwaterbeheer Midden Nederland, 1992: Een nieuw evenwicht: Grondwaterbeheer midden Nederland. GMN Rep., 63 pp.

  • Ter Maat, H. W., Hutjes R. W. A. , Ohba R. , Ueda H. , Bisselink B. , and Bauer T. , 2006: Meteorological impact assessment of possible large scale irrigation in southwest Saudi Arabia. Global Planet. Change, 54, 183201.

    • Search Google Scholar
    • Export Citation
  • Ter Maat, H. W., Hutjes R. W. A. , Miglietta F. , Gioli B. , Bosveld F. C. , Vermeulen A. T. , and Fritsch H. , 2010: Simulating carbon exchange using a regional atmospheric model coupled to an advanced land-surface model. Biogeosciences, 7, 23972417.

    • Search Google Scholar
    • Export Citation
  • Teuling, A. J., and Coauthors, 2010: Contrasting response of European forest and grassland energy exchange to heatwaves. Nat. Geosci., 3, 722727.

    • Search Google Scholar
    • Export Citation
  • Van der Molen, M. K., Dolman A. J. , Waterloo M. J. , and Bruijnzeel L. A. , 2006: Climate is affected more by maritime than by continental land use change: A multiple scale analysis. Global Planet. Change, 54, 128149.

    • Search Google Scholar
    • Export Citation
  • Van Heerwaarden, C. C., de Arellano J. V. G. , Moene A. F. , and Holtslag A. A. M. , 2009: Interactions between dry-air entrainment, surface evaporation and convective boundary-layer development. Quart. J. Roy. Meteor. Soc., 135, 12771291.

    • Search Google Scholar
    • Export Citation
  • Vedel, H., and Huang X. Y. , 2004: Impact of ground based GPS data on numerical weather prediction. J. Meteor. Soc. Japan, 82, 459472.

    • Search Google Scholar
    • Export Citation
  • Verburg, P., and Overmars K. , 2009: Combining top-down and bottom-up dynamics in land use modeling: Exploring the future of abandoned farmlands in Europe with the Dyna-CLUE model. Landscape Ecol., 24, 11671181.

    • Search Google Scholar
    • Export Citation
  • Walko, R. L., Tremback C. J. , Pielke R. A. , and Cotton W. R. , 1995: An interactive nesting algorithm for stretched grids and variable nesting ratios. J. Appl. Meteor., 34, 994999.

    • Search Google Scholar
    • Export Citation
  • Wieringa, J., and Rijkoort P. J. , 1983: Windklimaat van Nederland. Koninklijk Nederlands Meteorologisch Instituut, 263 pp.

  • Zhao, M., Pitman A. J. , and Chase T. , 2001: The impact of land cover change on the atmospheric circulation. Climate Dyn., 17, 467477.

    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 585 135 7
PDF Downloads 396 95 2