A method for estimating hourly photosynthetically active radiation (PAR) in China by combining geostationary and polar-orbiting satellite data

Remote Sensing of Environment

Volumn 165, Issue , 2015, Pages 14-26

  Li, Li ^a,b   Xin, Xiaozhou ^a   Zhang, Hailong ^a   Yu, Jiangfeng ^a   Liu, Qinhuo ^a,c   Yu, Shanshan ^a   Wen, Jianguang ^a  

^a INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

^b PEKING UNIVERSITY   (China)

^c JOINT CENTER FOR GLOBAL CHANGE STUDIES JCGCS   (China)

Author keywords

6SV; Look up table; MODIS; MTSAT; PAR estimation; SBDART

Indexed keywords

ATMOSPHERIC AEROSOLS; GEOSTATIONARY SATELLITES; IMAGE RECONSTRUCTION; INPUT OUTPUT PROGRAMS; MEAN SQUARE ERROR; OPTICAL PROPERTIES; RADIOMETERS; SATELLITE IMAGERY; SATELLITES; SOLAR RADIATION; SUN; TABLE LOOKUP;

6SV; LOOK UP TABLE; MODIS; MTSAT; SBDART;

ORBITS;

ACCURACY ASSESSMENT; ALGORITHM; ECOSYSTEM MODELING; ERROR ANALYSIS; GEOSTATIONARY SATELLITE; LAND SURFACE; MODIS; OPTICAL DEPTH; OZONE; PHOTOSYNTHETICALLY ACTIVE RADIATION; SATELLITE DATA; SPATIOTEMPORAL ANALYSIS; SPECTRAL RESOLUTION;

CHINA; HEBEI; HUAILAI; QINGHAI-XIZANG PLATEAU;

EID: 84929174254     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.03.034     Document Type: Article

References (48)

1. Alados I., Foyo-Moreno I., Olmo F.J., Alados-Arboledas L., Grupo de Fisica dé la Atmosfera Improved estimation of diffuse photosynthetically active radiation using two spectral models. Agricultural and Forest Meteorology 2002, 111(1):1-12.
2. Atwater M.A., Ball J.T. A surface solar radiation model for cloudy atmospheres. Monthly Weather Review 1981, 109(4):878-888.
3. Berk A., Anderson G.P., Bernstein L.S., Acharya P.K., Dothe H., Matthew M.W., et al. MODTRAN4 radiative transfer modeling for atmospheric correction. Optical Spectroscopic Techniques and Instrumentation for Atmospheric and Space Research III, Proceedings of SPIE 1999, 3756:348-353.
4. Berk A., Berstein L.S., Robertson D.C. A moderate resolution model for LOWTRAN 7 [R]. GL-TR-89-0122 1989, Phillips Laboratory, (ADA214337).
5. Bird R.E., Riordan C. Simple solar spectral model for direct and diffuse irradiance on horizontal and tilted planes at the earth's surface for cloudless atmospheres. Journal of Applied Meteorology and Climatology 1986, 25(1):87-97.
6. Cano D., Monget J.M., Albuisson M., Guillard H., Regas N., Wald L. A method for the determination of the global solar radiation from meteorological satellite data. Solar Energy 1986, 37(1):31-39.
7. Carder K.L., Chen R.F., Hawes S.K. Instantaneous photosynthetically available radiation and absorbed radiation by phytoplankton. ATBD-MOD-20 1999, V5.
8. Cariboni J., Gatelli D., Liska R., Saltelli A. The role of sensitivity analysis in ecological modeling. Ecological Modelling 2007, 203(1-2):167-182.
9. Chen L., Gao Y., Yang L., Liu Q., Gu X., Tian G. MODIS-derived daily PAR simulation from cloud-free images and its validation. Solar Energy 2008, 82(6):528-534.
10. Chen L., Yan G., Wang T., Ren H., Calbó J., Zhao J., et al. Estimation of surface shortwave radiation components under all sky conditions: Modeling and sensitivity analysis. Remote Sensing of Environment 2012, 123:457-469.
11. Damiano P., Chylek P. Shortwave radiative properties of clouds: Numerical study. Journal of the Atmospheric Sciences 1994, 51(9):1223-1233.
12. Davies J.A., McKay D.C. Evaluation of selected models for estimating solar radiation on horizontal surfaces. Solar Energy 1989, 43(3):153-168.
13. DeGaetano A.T., Eggleston K.L., Knapp W.W. A method to estimate missing daily maximum and minimum temperature observations. Journal of Applied Meteorology 1995, 34(2):371-380.
14. Eck T.F., Dye D.G. Satellite estimation of incident photosynthetically active radiation using ultraviolet reflectance. Remote Sensing of Environment 1991, 38(2):135-146.
15. Frouin R., Pinker R.T. Estimating photosynthetically active radiation at the earth's surface from satellite observations. Remote Sensing of Environment 1995, 51(1):98-107.
16. Gautier C., Diak G., Masse S. A simple physical model to estimate incident solar radiation at the surface from GOES satellite data. Journal of Applied Meteorology 1980, 19(8):1005-1012.
17. Gordon H.R., Clark D.K., Brown J.W., Brown O.B., Evans R.H., Broenkow W.W. Phytoplankton pigment concentrations in the Middle Atlantic Bight: Comparison of ship determinations and CZCS estimates. Applied Optics 1983, 22(1):20-36.
18. Gueymard C. A two-band model for the calculation of clear sky solar irradiance, illuminance and photosynthetically active radiation at the Earth's surface. Solar Energy 1989, 43(5):253-265.
19. Gueymard C. Simple model of the atmospheric radiative transfer of sunshine, version 2 (SMARTS2): Algorithms description and performance assessment. Solar Energy Center Rep FSEC-PF-271-94 1994.
20. Han Q., Rossow W.B., Lacis A.A. Near-global survey of effective droplet radii in liquid water clouds using ISCCP data. Journal of Climate 1994, 7(4):465-497.
21. Hansen J.E., Travis L.D. Light scattering in planetary atmospheres. Space Science Reviews 1974, 16(4):527-610.
22. Houborg R., Soegaard H., Emmerich W., Moran S. Inferences of all-sky solar irradiance using Terra and Aqua MODIS satellite data. International Journal of Remote Sensing 2007, 28(20):4509-4535.
23. Leckner B. The spectral distribution of solar radiation at the Earth's surface-Elements of a model. Solar Energy 1978, 20(2):143-150.
24. Li L. PAR and FPAR retrieval base on multi-source remote sensing data. PH.D. degree thesis of Institute of Remote Sensing Applications Chinese Academy of Science 2010.
25. Li X., Cheng G., Chen X., Lu L. Modification of solar radiant model over rugged terrain. Chinese Science Bulletin 1999, 44(15):1345-1349.
26. Lin X., Randall D.A., Fowler L.D. Diurnal variability of the hydrologic cycle and radiative fluxes: Comparisons between observations and a GCM. Journal of Climate 2000, 13(23):4159-4179.
27. Liu R., Liang S., He H., Liu J., Zheng T. Mapping incident photosynthetically active radiation from MODIS data over China. Remote Sensing of Environment 2008, 112(3):998-1009.
28. McCree K.J. A solarimeter for measuring photosynthetically active radiation. Agricultural Meteorology 1966, 3(5-6):353-366.
29. Mercado L.M., Bellouin N., Sitch S., Boucher O., Huntingford C., Wild M., et al. Impact of changes in diffuse radiation on the global land carbon sink. Nature 2009, 458:1014-1018.
30. Moon P. Proposed standard solar radiation curves or engineering use. Journal of the Franklin Institute 1940, 230(5):583-618.
31. Nakajima T., King M.D. Determination of the optical thickness and effective particle radius of clouds from reflected solar radiation measurements. Part I: Theory. Journal of the Atmospheric Sciences 1990, 47(15):1878-1893.
32. Olofsson P., Van Laake P., Eklundh L. Estimation of absorbed PAR across Scandinavia from satellite measurements Part I: Incident PAR. Remote Sensing of Environment 2007, 110(28):252-261.
33. Pinker R.T., Ewing J.A. Modeling surface solar radiation: Model formulation and validation. Journal of Applied Meteorology and Climatology 1985, 24(5):389-401.
34. Pinker R.T., Laszlo I. Modeling surface solar irradiance for satellite applications on a global scale. Journal of Applied Meteorology 1992, 31(2):194-211.
35. Potter C.S., Randerson J.T., Field C.B., Matson P.A., Vitousek P.M., Mooney H.A., et al. Terrestrial ecosystem production: a process model based on global satellite and surface data. Global Biogeochemical Cycles 1993, 7(4):811-842.
36. Ramanathan V. The role of earth radiation budget studies in climate and general circulation research. Journal of Geophysical Research: Atmospheres 1987, 92(D4):4075-4095.
37. Ramanathan V., Cess R.D., Harrison E.F., Minnis P., Barkstrom B.R., Ahmad E., et al. Cloud-radiative forcing and climate: Results from the earth radiation budget experiment. Science 1989, 243:57-63.
38. Ricchiazzi P., Yang S., Gautier C., Sowle D. SBDART: A research and teaching software tool for plane-parallel radiative transfer in the Earth's atmosphere. Bulletin of the American Meteorological Society 1998, 79(10):2101-2114.
39. Simlab Software package for uncertainty and sensitivity analysis 2011, Joint Research Centre of the European Commission, (Downloadable for free at: http://simlab.jrc.ec.europa.eu).
40. Singh S.K., Raman M., Dwivedi R.M., Nayak S.R. An approach to compute photosynthetically active radiation using IRS P4 OCM. International Journal of Remote Sensing 2008, 29(1):211-220.
41. Sobol' I.M. Sensitivity analysis for non-linear mathematical models. Mathematical Modeling and Computational Experiment 1993, 1:407-414.
42. Su W., Charlock T.P., Rose F.G., Rutan D. Photosynthetically active radiation from clouds and the earth's radiant energy system (CERES) products. Journal of Geophysical Research, Biogeosciences 2007, 112(G2). 10.1029/2006JG000290.
43. Vermote E.F., Tanré D., Deuze J.L., Herman M., Morcette J.J. Second simulation of the satellite signal in the solar spectrum, 6S: An overview. IEEE Transactions on Geoscience and Remote Sensing 1997, 35(3):675-686.
44. Vermote E.F., Tanré D., Deuze J.L., Herman M., Morerette J.J., Kotchenova S.Y. Second simulation of a satellite signal in the solar spectrum-vector (6SV). User guide version 3 2006.
45. Wang W., Wu J., Liu H., Guo S., Chen X., Luo Y. Researches on the influence of pollution emission on tropospheric ozone variation and radiation over China and its adjacent area. Chinese Journal of Atmospheric Sciences 2005, 29(5):734-744.
46. Yang K., Pinker R.T., Ma Y., Koike T., Wonsick M.M., Cox S.J., et al. Evaluation of satellite estimates of downward shortwave radiation over the Tibetan Plateau. Journal of Geophysical Research: Atmospheres 2008, 113(D17). 10.1029/2007JD009736.
47. Yang D., Wang P. Tempo-spatial distribution characteristics of cloud particle size over China during summer. Climatic and Environmental Research 2012, 17(4):433-443.
48. Zhang H., Xin X., Li L., Liu Q. An improved parametric model for simulating cloudy sky daily direct solar radiation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2013, 6(1):180-187.