Network optimization for enhanced resilience of urban heat island measurements

Sustainable Cities and Society

Volumn 19, Issue , 2015, Pages 319-330

  Honjo, Tsuyoshi ^a   Yamato, Hiroaki ^b   Mikami, Takehiko ^c   Grimmond, C S B ^d  

^a CHIBA UNIVERSITY   (Japan)

^b CHUO UNIVERSITY   (Japan)

^c TEIKYO UNIVERSITY   (Japan)

^d UNIVERSITY OF READING   (United Kingdom)

Author keywords

Hierarchical clustering; Meteorological measurement network; Random sampling

Indexed keywords

EID: 84944150220     PISSN: 22106707     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.scs.2015.02.004     Document Type: Article

References (31)

1. J.B. Basara, B.G. Illston, C.A. Fiebrich, P.D. Browder, C.R. Morgan, A. McCombs, and et al. The Oklahoma City Micronet Meteor Application 18 2010 252 261
2. O.P. Baume, A. Gebhardt, C. Gebhardt, G.B.M. Heuvelink, and J. Pilz Computers & Geosciences Network optimization algorithms and scenarios in the context of automatic mapping Computers and Geosciences 37 3 2011 289 294
3. D.J. Brus, and G.B.M. Heuvelink Optimization of sample patterns for universal kriging of environmental variables Geoderma 138 1-2 2007 86 95
4. D. Brus, J. De Gruijter, and J. Van Groenigen Designing spatial coverage samples using the K-means clustering algorithm Developments in Soil Science 31 2006 183 192
5. B. Chang, H.-Y. Wang, T.-Y. Peng, and Y.-S. Hsu Development and evaluation of a city-wide wireless weather sensor network Educational Technology & Society 13 2010 270 280
6. V. Chaplot, F. Darboux, H. Bourennane, S. Leguédois, N. Silvera, and K. Phachomphon Accuracy of interpolation techniques for the derivation of digital elevation models in relation to landform types and data density Geomorphology 77 2006 126 141
7. L. Davies, J.N.B. Bell, J. Bone, M. Head, L. Hill, C. Howard, and et al. Open air laboratories (OPAL): A community-driven research programme Environmental Pollution 159 8-9 2011 2203 2210
8. C.S.B. Grimmond Observing London: Weather data needed for London to thrive. London Climate Change Partnership 2013 81 http://climatelondon.org.uk/wp-content/uploads/2013/07/Observing-London-Final.pdf Accessed 10.08.14
9. G. Heuvelink, D. Brus, and J. de Gruijter Optimization of sample configurations for digital mapping of soil properties with universal kriging Developments in Soil Science 31 2007 137 151
10. B.B. Hicks, W.J. Callahan, W.R. Pendergrass III, R.J. Dobosy, and E. Novakovskaia Urban turbulence in space and time Journal of Applied Meteorology and Climatology 51 2012 205 218
11. T.K. Hung, and O.C. Wo Development of a community weather information network (Co-WIN) in Hong Kong Weather 67 2012 48 50
12. C.H. Jarvis, and N. Stuart A comparison among strategies for interpolating maximum and minimum daily air temperatures. Part II: The interaction between number of guiding variables and the type of interpolation method Journal of Applied Meteorology 40 2001 1075 1084
13. J.T. Koskinen, J. Poutiainen, D.M. Schultz, S. Joffre, J. Koistinen, E. Saltikoff, and et al. The Helsinki Testbed: A mesoscale measurement, research, and service platform Bulletin of the American Meteorological Society 92 2011 325 342
14. A.N. Kravchenko Influence of spatial structure on accuracy of interpolation methods Soil Science Society of America Journal 67 2003 1564 1571
15. B. Mahoney, S. Drobot, P. Pisano, B. McKeever, and J. O'Sullivan Vehicles as mobile weather observation systems Bulletin of the American Meteorological Society 91 2010 1179 1182
16. T. Mikami, H. Ando, W. Morishima, T. Izumi, and T. Shioda A new urban heat island monitoring system in Tokyo Proc. Fifth Int. Conf. on Urban Climate, International Association for Urban Climate Lodz, Poland 2003 http://nargeo.geo.uni.lodz.pl/∼icuc5/text/O-3-5.pdf Accessed 10.08.14
17. T.G. Mueller, B. Mijatovic, B.G. Sears, N. Pusuluri, and T.S. Stombaugh Map quality for ordinary kriging and inverse distance weighted interpolation Soil Science Society of America Journal 68 2004 2042 2047
18. C.L. Muller, L. Chapman, C.S.B. Grimmond, D.T. Young, and X.M. Cai Toward a standardized metadata protocol for urban meteorological networks Bulletin of the American Meteorological Society 94 2013 1161 1185
19. C.L. Muller, L. Chapman, C.S.B. Grimmond, D.T. Young, and X.M. Cai Sensors and the city: A review of urban meteorological networks International Journal of Climatology 33 2013 1585 1600
20. R.N. Murty, G. Mainland, I. Rose, A.R. Chowdhury, A. Gosain, J. Bers, and et al. CitySense: An urban-scale wireless sensor network and testbed Proceedings of the 2008 IEEE International Conference on Technologies for Homeland Security Waltham, MA 2008 583 588
21. I.A. Nalder, and R.W. Wein Spatial interpolation of climatic normals: Test of a new method in the Canadian boreal forest Agriculture and Forest Meteorology 92 1998 211 225
22. A. Overeem, J.C.R. Robinson, H. Leijnse, G.J. Steeneveld, B.K.P. Horn, and R. Uijlenhoet Crowd sourcing urban air temperatures from smart phone battery temperatures Geophysical Research Letters 40 2013 4081 4085
23. C. Perera, A. Zaslavsky, P. Christen, and D. Georgakopoulos Sensing as a service model for smart cities supported by Internet of Things Transactions on Emerging Telecommunications Technologies 25 2014 81 93
24. I.D. Stewart A systematic review and scientific critique of methodology in modern urban heat island literature International Journal of Climatology 31 2011 200 217
25. I.D. Stewart, and T.R. Oke Local climate zones for urban temperature studies Bulletin of the American Meteorological Society 93 2012 1879 1900
26. J. Tan, L. Yang, C.S.B. Grimmond, J. Shi, W. Gu, Y. Chang, and et al. Urban integrated meteorological observations: Practice and experience in Shanghai, China Bulletin of the American Meteorological Society 2014 10.1175/BAMS-D-13-00216.1
27. J.W. Van Groenigen, W. Siderius, and A. Stein Constrained optimisation of soil sampling for minimisation of the kriging variance Geoderma 87 1999 239 259
28. D.J.J. Walvoort, D.J. Brus, and J.J. de Gruijter An R package for spatial coverage sampling and random sampling from compact geographical strata by k-means Computers & Geosciences 36 2010 1261 1267
29. D.D. Weber, and E.J. Englund Evaluation and comparison of spatial interpolators Mathematics Genealogy 24 1992 381 391
30. H. Yamato, H. Takahashi, and T. Mikami New urban heat island monitoring system in Tokyo metropolis The Seventh International Conference on Urban Climate Yokohama, Japan, 29 June-3 July 2009 2009 http://www.ide.titech.ac.jp/∼icuc7/extended-abstracts/pdf/375391-1-090516000046-006.pdf Accessed 10.08.14
31. D. Zimmerman, C. Pavlik, A. Ruggles, and M.P. Armstrong An experimental comparison of ordinary and universal kriging and inverse distance weighting Mathematical Geology 31 1999 375 390