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Volumn 89, Issue , 2015, Pages 318-329

Assessing the transferability of support vector machine model for estimation of global solar radiation from air temperature

Author keywords

Air temperatures; Altitude; Distance; Global solar radiation; Support vector machine

Indexed keywords

AIR TEMPERATURE; ALTITUDE; DISTANCE; GLOBAL SOLAR RADIATION; SUPPORT VECTOR MACHINE MODELS;

EID: 84908462116     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2014.10.004     Document Type: Article
Times cited : (66)

References (73)
  • 1
    • 0032103224 scopus 로고    scopus 로고
    • Estimation of solar radiation for use in crop modelling
    • L.A. Hunt, L. Kuchar, and C.J. Swanton Estimation of solar radiation for use in crop modelling Agric For Meteorol 91 1998 293 300
    • (1998) Agric for Meteorol , vol.91 , pp. 293-300
    • Hunt, L.A.1    Kuchar, L.2    Swanton, C.J.3
  • 2
    • 33646424771 scopus 로고    scopus 로고
    • A critical review on the estimation of daily global solar radiation from sunshine duration
    • M. Yorukoglu, and A.N. Celik A critical review on the estimation of daily global solar radiation from sunshine duration Energy Convers Manage 47 15 2006 2441 2450
    • (2006) Energy Convers Manage , vol.47 , Issue.15 , pp. 2441-2450
    • Yorukoglu, M.1    Celik, A.N.2
  • 3
    • 79751479615 scopus 로고    scopus 로고
    • Estimation of monthly solar radiation from measured temperatures using support vector machines - A case study
    • J.L. Chen, H.B. Liu, W. Wu, and D.T. Xie Estimation of monthly solar radiation from measured temperatures using support vector machines - a case study Renew Energy 36 1 2011 413 420
    • (2011) Renew Energy , vol.36 , Issue.1 , pp. 413-420
    • Chen, J.L.1    Liu, H.B.2    Wu, W.3    Xie, D.T.4
  • 4
    • 1642305354 scopus 로고    scopus 로고
    • Evaluation of solar radiation prediction models in North America
    • R.A. Ball, L.C. Purcell, and S.K. Carey Evaluation of solar radiation prediction models in North America Agron J 96 2004 391 397
    • (2004) Agron J , vol.96 , pp. 391-397
    • Ball, R.A.1    Purcell, L.C.2    Carey, S.K.3
  • 5
    • 24944465536 scopus 로고    scopus 로고
    • Evaluation of an improved daily solar radiation generator for the southeastern USA
    • A.G.Y. Garcia, and G. Hoogenboom Evaluation of an improved daily solar radiation generator for the southeastern USA Clim Res 29 2005 91 102
    • (2005) Clim Res , vol.29 , pp. 91-102
    • Garcia, A.G.Y.1    Hoogenboom, G.2
  • 6
    • 27644599804 scopus 로고    scopus 로고
    • Evaluation of three model estimations of solar radiation at 24 UK stations
    • M. Rivington, G. Bellocchi, K.B. Matthews, and K. Buchan Evaluation of three model estimations of solar radiation at 24 UK stations Agric For Meteorol 132 2005 228 243
    • (2005) Agric for Meteorol , vol.132 , pp. 228-243
    • Rivington, M.1    Bellocchi, G.2    Matthews, K.B.3    Buchan, K.4
  • 7
    • 55749090384 scopus 로고    scopus 로고
    • Validation of the existing models for estimating global solar radiation over Egypt
    • S.M. Robaa Validation of the existing models for estimating global solar radiation over Egypt Energy Convers Manage 50 1 2009 184 193
    • (2009) Energy Convers Manage , vol.50 , Issue.1 , pp. 184-193
    • Robaa, S.M.1
  • 9
    • 3142599363 scopus 로고    scopus 로고
    • Calculation on an hourly basis of solar diffuse irradiations from global data for horizontal surfaces in Ajaccio
    • G. Notton, C. Cristofari, M. Muselli, and P. Poggi Calculation on an hourly basis of solar diffuse irradiations from global data for horizontal surfaces in Ajaccio Energy Convers Manage 45 2004 2849 2866
    • (2004) Energy Convers Manage , vol.45 , pp. 2849-2866
    • Notton, G.1    Cristofari, C.2    Muselli, M.3    Poggi, P.4
  • 10
    • 33747393364 scopus 로고    scopus 로고
    • Comparative study of various correlations in estimating hourly diffuse fraction of global solar radiation
    • C.P. Jacovides, F.S. Tymvios, V.D. Assimakopoulos, and N.A. Kaltsounides Comparative study of various correlations in estimating hourly diffuse fraction of global solar radiation Renew Energy 31 15 2006 2492 2504
    • (2006) Renew Energy , vol.31 , Issue.15 , pp. 2492-2504
    • Jacovides, C.P.1    Tymvios, F.S.2    Assimakopoulos, V.D.3    Kaltsounides, N.A.4
  • 11
    • 84871771916 scopus 로고    scopus 로고
    • Multi-location model for the estimation of the horizontal daily diffuse fraction of solar radiation in Europe
    • M. Bortolini, M. Gamberi, A. Graziani, R. Manzini, and C. Mora Multi-location model for the estimation of the horizontal daily diffuse fraction of solar radiation in Europe Energy Convers Manage 67 2013 208 216
    • (2013) Energy Convers Manage , vol.67 , pp. 208-216
    • Bortolini, M.1    Gamberi, M.2    Graziani, A.3    Manzini, R.4    Mora, C.5
  • 12
    • 84880713632 scopus 로고    scopus 로고
    • Assessing the potential of support vector machine for estimating daily solar radiation using sunshine duration
    • J.L. Chen, and G.S. Li Assessing the potential of support vector machine for estimating daily solar radiation using sunshine duration Energy Convers Manage 75 2013 311 318
    • (2013) Energy Convers Manage , vol.75 , pp. 311-318
    • Chen, J.L.1    Li, G.S.2
  • 13
    • 84872619870 scopus 로고    scopus 로고
    • Estimation of monthly average daily solar radiation from measured meteorological data in Yangtze River Basin in China
    • J.L. Chen, and G.S. Li Estimation of monthly average daily solar radiation from measured meteorological data in Yangtze River Basin in China Int J Climatol 33 2013 487 498
    • (2013) Int J Climatol , vol.33 , pp. 487-498
    • Chen, J.L.1    Li, G.S.2
  • 14
    • 84880722225 scopus 로고    scopus 로고
    • Parameterization and mapping of solar radiation in data sparse regions
    • J.L. Chen, and G.S. Li Parameterization and mapping of solar radiation in data sparse regions Asia-Pacific J Atmos Sci 48 4 2012 423 431
    • (2012) Asia-Pacific J Atmos Sci , vol.48 , Issue.4 , pp. 423-431
    • Chen, J.L.1    Li, G.S.2
  • 15
    • 0020434889 scopus 로고
    • Estimating potential evapotranspiration
    • G.H. Hargreaves, and Z.A. Samani Estimating potential evapotranspiration J Irrig Drain Div 108 1982 225 230
    • (1982) J Irrig Drain Div , vol.108 , pp. 225-230
    • Hargreaves, G.H.1    Samani, Z.A.2
  • 16
    • 48549111629 scopus 로고
    • On the relationship between incoming solar radiation and daily maximum and minimum temperature
    • K.L. Bristow, and G.S. Campbell On the relationship between incoming solar radiation and daily maximum and minimum temperature Agric For Meteorol 31 1984 159 166
    • (1984) Agric for Meteorol , vol.31 , pp. 159-166
    • Bristow, K.L.1    Campbell, G.S.2
  • 17
    • 84873644051 scopus 로고    scopus 로고
    • Statistical comparison of global solar radiation estimation models over Turkey
    • H. Demirhan, M. Turhan, and A. Mustafa Statistical comparison of global solar radiation estimation models over Turkey Energy Convers Manage 68 2013 141 148
    • (2013) Energy Convers Manage , vol.68 , pp. 141-148
    • Demirhan, H.1    Turhan, M.2    Mustafa, A.3
  • 18
    • 84884773823 scopus 로고    scopus 로고
    • Solar radiation estimation using sunshine hour and air pollution index in China
    • N. Zhao, X.F. Zeng, and S.M. Han Solar radiation estimation using sunshine hour and air pollution index in China Energy Convers Manage 76 2013 846 851
    • (2013) Energy Convers Manage , vol.76 , pp. 846-851
    • Zhao, N.1    Zeng, X.F.2    Han, S.M.3
  • 19
    • 0027883750 scopus 로고
    • Estimating global solar radiation from common meteorological observations in western Canada
    • J.R. De, and D.W. Stewart Estimating global solar radiation from common meteorological observations in western Canada Can J Plant Sci 73 1993 509 518
    • (1993) Can J Plant Sci , vol.73 , pp. 509-518
    • De, J.R.1    Stewart, D.W.2
  • 20
    • 0033594096 scopus 로고    scopus 로고
    • An improved algorithm for estimating daily solar radiation from measurements of temperature, humidity, and precipitation
    • P.E. Thornton, and S.W. Running An improved algorithm for estimating daily solar radiation from measurements of temperature, humidity, and precipitation Agric For Meteorol 93 1999 211 228
    • (1999) Agric for Meteorol , vol.93 , pp. 211-228
    • Thornton, P.E.1    Running, S.W.2
  • 21
    • 0035814586 scopus 로고    scopus 로고
    • Estimation of solar radiation in Australia from rainfall and temperature observations
    • D.L. Liu, and B.J. Scott Estimation of solar radiation in Australia from rainfall and temperature observations Agric For Meteorol 106 2001 41 59
    • (2001) Agric for Meteorol , vol.106 , pp. 41-59
    • Liu, D.L.1    Scott, B.J.2
  • 22
    • 84883157700 scopus 로고    scopus 로고
    • Prediction of hourly solar radiation with multi-model framework
    • J. Wu, and C.K. Chan Prediction of hourly solar radiation with multi-model framework Energy Convers Manage 76 2013 347 355
    • (2013) Energy Convers Manage , vol.76 , pp. 347-355
    • Wu, J.1    Chan, C.K.2
  • 23
    • 31144439992 scopus 로고    scopus 로고
    • Estimating daily global radiation using two types of revised models in China
    • R.S. Chen, S.H. Lu, E. Kang, J.P. Yang, and X.B. Ji Estimating daily global radiation using two types of revised models in China Energy Convers Manage 47 7 2006 865 878
    • (2006) Energy Convers Manage , vol.47 , Issue.7 , pp. 865-878
    • Chen, R.S.1    Lu, S.H.2    Kang, E.3    Yang, J.P.4    Ji, X.B.5
  • 24
    • 0035665853 scopus 로고    scopus 로고
    • Incorporating bias error in calculating solar irradiance: Implications for crop yield simulations
    • A. Weiss, C.J. Hays, Q. Hu, and W.E. Easterling Incorporating bias error in calculating solar irradiance: implications for crop yield simulations Agron J 93 2001 1321 1326
    • (2001) Agron J , vol.93 , pp. 1321-1326
    • Weiss, A.1    Hays, C.J.2    Hu, Q.3    Easterling, W.E.4
  • 25
    • 39749173137 scopus 로고    scopus 로고
    • Comparison of estimates of daily solar radiation from air temperature range for application in crop simulations
    • M.G. Abraha, and M.J. Savage Comparison of estimates of daily solar radiation from air temperature range for application in crop simulations Agric For Meteorol 148 2008 401 416
    • (2008) Agric for Meteorol , vol.148 , pp. 401-416
    • Abraha, M.G.1    Savage, M.J.2
  • 26
    • 0035883590 scopus 로고    scopus 로고
    • A globally applicable model of daily solar irradiance estimated from air temperature and precipitation data
    • J.C. Winslow, J.R. Hunt, and S.C. Piper A globally applicable model of daily solar irradiance estimated from air temperature and precipitation data Ecol Model 143 2001 227 243
    • (2001) Ecol Model , vol.143 , pp. 227-243
    • Winslow, J.C.1    Hunt, J.R.2    Piper, S.C.3
  • 27
    • 0036320560 scopus 로고    scopus 로고
    • Effect of time and temperature observation and estimation of daily solar irradiance for the northern Great Plains, USA
    • R. Mahmood, and K.G. Hubbard Effect of time and temperature observation and estimation of daily solar irradiance for the northern Great Plains, USA Agron J 94 2002 723 733
    • (2002) Agron J , vol.94 , pp. 723-733
    • Mahmood, R.1    Hubbard, K.G.2
  • 28
    • 22544436127 scopus 로고    scopus 로고
    • Global solar radiation in Central European lowlands estimated by various empirical formulae
    • M. Trnka, Z. Zalud, J. Eitzinger, and M. Dubrovský Global solar radiation in Central European lowlands estimated by various empirical formulae Agric For Meteorol 131 2005 54 76
    • (2005) Agric for Meteorol , vol.131 , pp. 54-76
    • Trnka, M.1    Zalud, Z.2    Eitzinger, J.3    Dubrovský, M.4
  • 29
    • 33749424252 scopus 로고
    • A critical look at recent interpretations of the Ångström approach and its future in global solar irradiation prediction
    • C. Gueymard, P. Jidra, and C.V. Eatrada A critical look at recent interpretations of the Ångström approach and its future in global solar irradiation prediction Sol Energy 54 1995 357 363
    • (1995) Sol Energy , vol.54 , pp. 357-363
    • Gueymard, C.1    Jidra, P.2    Eatrada, C.V.3
  • 30
    • 38049040390 scopus 로고    scopus 로고
    • Artificial neural network estimation of global solar radiation using air temperature and relative humidity
    • S. Rehman, and M. Mohandes Artificial neural network estimation of global solar radiation using air temperature and relative humidity Energy Policy 36 2008 571 576
    • (2008) Energy Policy , vol.36 , pp. 571-576
    • Rehman, S.1    Mohandes, M.2
  • 31
    • 65649123894 scopus 로고    scopus 로고
    • ANN-based modelling and estimation of daily global solar radiation data: A case study
    • M. Benghanem, A. Mellit, and S.N. Alamri ANN-based modelling and estimation of daily global solar radiation data: a case study Energy Convers Manage 50 7 2009 1644 1655
    • (2009) Energy Convers Manage , vol.50 , Issue.7 , pp. 1644-1655
    • Benghanem, M.1    Mellit, A.2    Alamri, S.N.3
  • 32
    • 77950520829 scopus 로고    scopus 로고
    • Ancillary data supply strategies for improvement of temperature-based ETo ANN-models
    • P. Martí, and M. Gasque Ancillary data supply strategies for improvement of temperature-based ETo ANN-models Agric Water Manage 97 7 2010 939 955
    • (2010) Agric Water Manage , vol.97 , Issue.7 , pp. 939-955
    • Martí, P.1    Gasque, M.2
  • 33
    • 79952450583 scopus 로고    scopus 로고
    • Estimation of solar radiation using artificial neural networks with different input parameters for Mediterranean region of Anatolia in Turkey
    • A. Koca, H.F. Oztop, Y. Varol, and G.O. Koca Estimation of solar radiation using artificial neural networks with different input parameters for Mediterranean region of Anatolia in Turkey Exp Syst Appl 38 2011 8756 8762
    • (2011) Exp Syst Appl , vol.38 , pp. 8756-8762
    • Koca, A.1    Oztop, H.F.2    Varol, Y.3    Koca, G.O.4
  • 34
    • 79953046865 scopus 로고    scopus 로고
    • Modeling the variability of solar radiation data among weather stations by means of principal component analysis
    • M. Zarzo, and P. Martí Modeling the variability of solar radiation data among weather stations by means of principal component analysis Appl Energy 88 8 2011 2775 2784
    • (2011) Appl Energy , vol.88 , Issue.8 , pp. 2775-2784
    • Zarzo, M.1    Martí, P.2
  • 35
    • 84870874173 scopus 로고    scopus 로고
    • Prediction of hourly solar radiation in six provinces in Turkey by Artificial Neural Networks
    • O. Solmaz, and M. Ozgoren Prediction of hourly solar radiation in six provinces in Turkey by Artificial Neural Networks J Energy Eng 138 4 2012 194 204
    • (2012) J Energy Eng , vol.138 , Issue.4 , pp. 194-204
    • Solmaz, O.1    Ozgoren, M.2
  • 36
    • 84855874035 scopus 로고    scopus 로고
    • Estimation of global solar radiation using ANN over Turkey
    • M. Ozgoren, M. Bilgili, and B. Sahin Estimation of global solar radiation using ANN over Turkey Exp Syst Appl 39 5 2012 5043 5051
    • (2012) Exp Syst Appl , vol.39 , Issue.5 , pp. 5043-5051
    • Ozgoren, M.1    Bilgili, M.2    Sahin, B.3
  • 37
    • 84897394872 scopus 로고    scopus 로고
    • Hourly cooling load prediction of a vehicle in the southern region of Turkey by Artificial Neural Network
    • O. Solmaz, M. Ozgoren, and M.H. Aksoy Hourly cooling load prediction of a vehicle in the southern region of Turkey by Artificial Neural Network Energy Convers Manage 82 2014 177 187
    • (2014) Energy Convers Manage , vol.82 , pp. 177-187
    • Solmaz, O.1    Ozgoren, M.2    Aksoy, M.H.3
  • 38
    • 84872667310 scopus 로고    scopus 로고
    • Global cross-station assessment of neuro-fuzzy models for estimating daily reference evapotranspiration
    • J. Shiri, A.H. Nazemi, A.A. Sadraddini, G. Landeras, O. Kisi, and A.F. Fard Global cross-station assessment of neuro-fuzzy models for estimating daily reference evapotranspiration J Hydrol 480 2013 46 57
    • (2013) J Hydrol , vol.480 , pp. 46-57
    • Shiri, J.1    Nazemi, A.H.2    Sadraddini, A.A.3    Landeras, G.4    Kisi, O.5    Fard, A.F.6
  • 39
    • 84887594278 scopus 로고    scopus 로고
    • Generalizability of Gene Expression Programming-based approaches for estimating daily reference evapotranspiration in coastal stations of Iran
    • J. Shiri, A.A. Sadraddini, A.H. Nazemi, O. Kisi, G. Landeras, and A.F. Fard Generalizability of Gene Expression Programming-based approaches for estimating daily reference evapotranspiration in coastal stations of Iran J Hydrol 508 2014 1 11
    • (2014) J Hydrol , vol.508 , pp. 1-11
    • Shiri, J.1    Sadraddini, A.A.2    Nazemi, A.H.3    Kisi, O.4    Landeras, G.5    Fard, A.F.6
  • 40
    • 0037929450 scopus 로고    scopus 로고
    • Support vector machines for computer vision and pattern recognition
    • S.W. Lee, and A. Verri Support vector machines for computer vision and pattern recognition Int J Pattern Recogn Artif Intell 3 2003 331 332
    • (2003) Int J Pattern Recogn Artif Intell , vol.3 , pp. 331-332
    • Lee, S.W.1    Verri, A.2
  • 41
    • 15544389367 scopus 로고    scopus 로고
    • Potential assessment of the support vector machine method in forecasting ambient air pollutant trends
    • W.Z. Lu, and W. Wang Potential assessment of the support vector machine method in forecasting ambient air pollutant trends Chemosphere 59 2005 693 701
    • (2005) Chemosphere , vol.59 , pp. 693-701
    • Lu, W.Z.1    Wang, W.2
  • 42
    • 34250715899 scopus 로고    scopus 로고
    • Forecasting of the daily meteorological pollution using wavelets and support vector machine
    • O. Stanislaw, and G. Konrad Forecasting of the daily meteorological pollution using wavelets and support vector machine Eng Appl Artif Intell 20 2007 745 755
    • (2007) Eng Appl Artif Intell , vol.20 , pp. 745-755
    • Stanislaw, O.1    Konrad, G.2
  • 43
    • 31044438334 scopus 로고    scopus 로고
    • Multi-time scale stream flow predictions: The support vector machines approach
    • A. Tirusew, K. Mariush, M. Mac, and K. Abedalrazq Multi-time scale stream flow predictions: the support vector machines approach J Hydrol 318 2006 7 16
    • (2006) J Hydrol , vol.318 , pp. 7-16
    • Tirusew, A.1    Mariush, K.2    Mac, M.3    Abedalrazq, K.4
  • 44
    • 0037138473 scopus 로고    scopus 로고
    • An assessment of support vector machines for land cover classification
    • C. Huang, L.S. Davis, and J.R.G. Townshend An assessment of support vector machines for land cover classification Int J Rem Sens 23 2002 725 749
    • (2002) Int J Rem Sens , vol.23 , pp. 725-749
    • Huang, C.1    Davis, L.S.2    Townshend, J.R.G.3
  • 45
    • 0000448091 scopus 로고    scopus 로고
    • Support vector method for function approximation, regression estimation and signal processing
    • M. Mozer, M. Jordan, T. Petsche, MIT Press Cambridge (MA)
    • V.N. Vapnik, S.E. Golowich, and A.J. Smola Support vector method for function approximation, regression estimation and signal processing M. Mozer, M. Jordan, T. Petsche, Advances in neural information processing systems 1996 MIT Press Cambridge (MA)
    • (1996) Advances in Neural Information Processing Systems
    • Vapnik, V.N.1    Golowich, S.E.2    Smola, A.J.3
  • 46
    • 0000913324 scopus 로고    scopus 로고
    • SVMTorch: Support vector machines for large-scale regression problems
    • R. Collobert, and S. Bengio SVMTorch: support vector machines for large-scale regression problems J Mach Learn Res 1 2001 143 160
    • (2001) J Mach Learn Res , vol.1 , pp. 143-160
    • Collobert, R.1    Bengio, S.2
  • 47
    • 0001023715 scopus 로고    scopus 로고
    • Application of support vector machines in financial time series forecasting
    • F.E.H. Tay, and L.J. Cao Application of support vector machines in financial time series forecasting Int J Manage Sci 29 2001 309 317
    • (2001) Int J Manage Sci , vol.29 , pp. 309-317
    • Tay, F.E.H.1    Cao, L.J.2
  • 48
    • 0035398081 scopus 로고    scopus 로고
    • Model induction with support vector machines: Introduction and applications
    • B.Y. Dibike, S. Velickov, D. Solomatine, and M.B. Abbott Model induction with support vector machines: introduction and applications J Comput Civ Eng 15 3 2001 208 216
    • (2001) J Comput Civ Eng , vol.15 , Issue.3 , pp. 208-216
    • Dibike, B.Y.1    Velickov, S.2    Solomatine, D.3    Abbott, M.B.4
  • 49
    • 0036202123 scopus 로고    scopus 로고
    • Flood stage forecasting with support vector machines
    • S.Y. Liong, and C. Sivapragasam Flood stage forecasting with support vector machines J Am Water Resour Assoc 38 2002 173 186
    • (2002) J Am Water Resour Assoc , vol.38 , pp. 173-186
    • Liong, S.Y.1    Sivapragasam, C.2
  • 50
    • 33847059431 scopus 로고    scopus 로고
    • Support vector machines-an introduction
    • L. Wang, Springer-Verlag New York
    • V. Kecman Support vector machines-an introduction L. Wang, Support vector machines: theory and applications 2005 Springer-Verlag New York 1 48
    • (2005) Support Vector Machines: Theory and Applications , pp. 1-48
    • Kecman, V.1
  • 51
    • 0000097885 scopus 로고    scopus 로고
    • Crop evapotranspiration-guidelines for computing crop water requirements
    • Rome: Food and Agriculture Organization of the United Nations
    • Allen RG, Pereira LS, Raes D, Smith M. Crop evapotranspiration-guidelines for computing crop water requirements. FAO Irrigation and Drainage Paper 56. Rome: Food and Agriculture Organization of the United Nations. 1998.
    • (1998) FAO Irrigation and Drainage Paper 56
    • Allen, R.G.1    Pereira, L.S.2    Raes, D.3    Smith, M.4
  • 52
    • 1642383044 scopus 로고    scopus 로고
    • Validation of five global radiation models with measured daily data in China
    • R.S. Chen, K. Ersi, J.P. Yang, S.H. Lu, and W.Z. Zhao Validation of five global radiation models with measured daily data in China Energy Convers Manage 45 2004 1759 1769
    • (2004) Energy Convers Manage , vol.45 , pp. 1759-1769
    • Chen, R.S.1    Ersi, K.2    Yang, J.P.3    Lu, S.H.4    Zhao, W.Z.5
  • 53
    • 77955467801 scopus 로고    scopus 로고
    • Estimation of daily solar radiation from routinely observed meteorological data in Chongqing, China
    • M.F. Li, H.B. Liu, P.T. Guo, and W. Wu Estimation of daily solar radiation from routinely observed meteorological data in Chongqing, China Energy Convers Manage 51 12 2010 2575 2579
    • (2010) Energy Convers Manage , vol.51 , Issue.12 , pp. 2575-2579
    • Li, M.F.1    Liu, H.B.2    Guo, P.T.3    Wu, W.4
  • 54
    • 84862962251 scopus 로고    scopus 로고
    • Assessment of monthly solar radiation estimates using support vector machines and air temperatures
    • W. Wu, and H.B. Liu Assessment of monthly solar radiation estimates using support vector machines and air temperatures Int J Climatol 32 2 2012 274 285
    • (2012) Int J Climatol , vol.32 , Issue.2 , pp. 274-285
    • Wu, W.1    Liu, H.B.2
  • 55
    • 34547106811 scopus 로고    scopus 로고
    • Methods and strategy for modeling daily global solar radiation with measured meteorological data - A case study in Nanchang station, China
    • G.F. Wu, Y.L. Liu, and T.J. Wang Methods and strategy for modeling daily global solar radiation with measured meteorological data - a case study in Nanchang station, China Energy Convers Manage 48 2007 2447 2452
    • (2007) Energy Convers Manage , vol.48 , pp. 2447-2452
    • Wu, G.F.1    Liu, Y.L.2    Wang, T.J.3
  • 57
    • 60849107274 scopus 로고    scopus 로고
    • Multi-scale climate variability of the South China Sea monsoon: A review
    • B. Wang, F. Huang, Z. Wu, J. Yang, X. Fu, and K. Kikuchi Multi-scale climate variability of the South China Sea monsoon: a review Dynam Atmos Oceans 47 1 2009 15 37
    • (2009) Dynam Atmos Oceans , vol.47 , Issue.1 , pp. 15-37
    • Wang, B.1    Huang, F.2    Wu, Z.3    Yang, J.4    Fu, X.5    Kikuchi, K.6
  • 58
    • 34248676567 scopus 로고    scopus 로고
    • Carbon storage by ecological service forests in Zhejiang Province, subtropical China
    • J. Zhang, Y. Ge, J. Chang, B. Jiang, H. Jiang, and C. Peng Carbon storage by ecological service forests in Zhejiang Province, subtropical China For Ecol Manage 245 1 2007 64 75
    • (2007) For Ecol Manage , vol.245 , Issue.1 , pp. 64-75
    • Zhang, J.1    Ge, Y.2    Chang, J.3    Jiang, B.4    Jiang, H.5    Peng, C.6
  • 59
    • 0041853132 scopus 로고    scopus 로고
    • Interannual variation in terrestrial ecosystem carbon fluxes in China from 1981 to 1998
    • M.K. Cao, B. Tao, K.R. Li, X.M. Shao, and D.P. Stephen Interannual variation in terrestrial ecosystem carbon fluxes in China from 1981 to 1998 Acta Bot Sin 45 5 2003 552 560
    • (2003) Acta Bot Sin , vol.45 , Issue.5 , pp. 552-560
    • Cao, M.K.1    Tao, B.2    Li, K.R.3    Shao, X.M.4    Stephen, D.P.5
  • 60
    • 62849092123 scopus 로고    scopus 로고
    • Impact of growing season temperature on wheat productivity in China
    • L. You, M.W. Rosegrant, S. Wood, and D. Sun Impact of growing season temperature on wheat productivity in China Agric For Meteorol 149 6 2009 1009 1014
    • (2009) Agric for Meteorol , vol.149 , Issue.6 , pp. 1009-1014
    • You, L.1    Rosegrant, M.W.2    Wood, S.3    Sun, D.4
  • 69
    • 11044236028 scopus 로고    scopus 로고
    • Taking China's temperature: Daily range, warming trends, and regional variations, 1955-2000
    • B.H. Liu, M. Xu, M. Henderson, Y. Qi, and Y.Q. Li Taking China's temperature: daily range, warming trends, and regional variations, 1955-2000 J Clim 17 2004 4453 4462
    • (2004) J Clim , vol.17 , pp. 4453-4462
    • Liu, B.H.1    Xu, M.2    Henderson, M.3    Qi, Y.4    Li, Y.Q.5
  • 70
    • 67349096333 scopus 로고    scopus 로고
    • Evaluation of temperature-based global solar radiation models in China
    • X. Liu, X. Mei, Y. Li, Q. Wang, J.R. Jensen, and Y. Zhang Evaluation of temperature-based global solar radiation models in China Agric For Meteorol 149 9 2009 1433 1446
    • (2009) Agric for Meteorol , vol.149 , Issue.9 , pp. 1433-1446
    • Liu, X.1    Mei, X.2    Li, Y.3    Wang, Q.4    Jensen, J.R.5    Zhang, Y.6
  • 72
    • 0035359910 scopus 로고    scopus 로고
    • Determination of semivariogram models to krige hourly and daily solar irradiance in western Nebraska
    • G.G. Merino, D. Jones, D.E. Stooksbury, and K.G. Hubbard Determination of semivariogram models to krige hourly and daily solar irradiance in western Nebraska J Appl Meteorol 40 2002 1085 1094
    • (2002) J Appl Meteorol , vol.40 , pp. 1085-1094
    • Merino, G.G.1    Jones, D.2    Stooksbury, D.E.3    Hubbard, K.G.4
  • 73
    • 67349134719 scopus 로고    scopus 로고
    • A comparative study of ordinary and residual kriging techniques for mapping global solar radiation over southern Spain
    • H. Alsamamra, J.A. Ruiz-Arias, D. Pozo-Vázquez, and J. Tovar-Pescador A comparative study of ordinary and residual kriging techniques for mapping global solar radiation over southern Spain Agric For Meteorol 149 2009 1343 1357
    • (2009) Agric for Meteorol , vol.149 , pp. 1343-1357
    • Alsamamra, H.1    Ruiz-Arias, J.A.2    Pozo-Vázquez, D.3    Tovar-Pescador, J.4


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