A method to calculate heterogeneous evapotranspiration using submeter thermal infrared imagery coupled to a stomatal resistance submodel

Water Resources Research

Volumn 48, Issue 1, 2012, Pages

  Moffett, Kevan B ^a   Gorelick, Steven M ^a  

^a STANFORD UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTROLLED CONDITIONS; DISTRIBUTED APPLICATIONS; EFFICIENT ESTIMATION; EXTREME TEMPERATURES; HIGH RESOLUTION; IMAGE SCALE; IN-SITU; PLANT BIOLOGY; SPATIAL VARIATIONS; STOMATAL CONDUCTANCE; STOMATAL CONTROL; STOMATAL RESISTANCE; SUBMODELS; SURFACE ENERGY BALANCE MODELING; TEMPERATURE VARIANCE; TEMPERATURE VARIATION; THERMAL INFRARED IMAGERY; THERMAL INFRARED REMOTE SENSING; VEGETATION TEMPERATURE; VEGETATION TYPE;

EVAPOTRANSPIRATION; INFRARED RADIATION; PLANTS (BOTANY); REMOTE SENSING; SURFACE CHEMISTRY; WATER SUPPLY;

PIXELS;

DATA SET; ENERGY BALANCE; EVAPOTRANSPIRATION; INFRARED IMAGERY; PARAMETERIZATION; PIXEL; REMOTE SENSING; SPATIAL DISTRIBUTION; SPATIAL VARIATION; STOMATAL CONDUCTANCE; SURFACE ENERGY; TEMPERATURE EFFECT; TEMPERATURE INVERSION; VEGETATION TYPE;

EID: 84856608709     PISSN: 00431397     EISSN: None     Source Type: Journal    
DOI: 10.1029/2011WR010407     Document Type: Article

References (60)

1. Allen, R. G., L. S. Pereira, D. Raes, and M. Smith (1998), Crop evapotrans-piration: Guidelines for computing crop water requirements, in FAO Irrig. Drain. Pap. 56, Food and Agric. Org., Rome, N. Y.
2. Anderson, M. C., J. M. Norman, J. R. Mecikalski, R. D. Torn, W. P. Kustas, and J. B. Basara (2004), A multiscale remote sensing model for disaggre-gating regional fluxes to micrometeorological scales, J. Hydrometeorol., 5,343-363. (Pubitemid 38531538)
3. Anderson, M. C., J. M. Norman, W. P. Kustas, R. Houborg, P. J. Starks, and N. Agam (2008), A thermal-based remote sensing technique for routine mapping of land-surface carbon, water and energy fluxes from field to re-gional scales, Remote Sens. Environ., 112, 4227-4241, doi:10.1016/j.rse.2008.07.009.
4. 2 and water vapor exchange of three salt marsh succulents, Oecologia, 43(3), 249-260.
5. Armond, P. A., U. Schreiber, and O. Björkman (1978), Photosynthetic acclimation to temperature in the desert shrub, Larrea divaricata, Plant Physiol. ,61,411-415.
6. Ball, J. T. (1988), An analysis ofstomatal conductance, Ph.D. thesis, Stan-fordUniv., Stanford, Calif
7. Berry, J. A., and O. Björkman (1980), Photosynthetic response and adap-tation to temperature in higher plants, Ann. Rev. Plant Physiol., 31, 491-543.
8. Beven, K. (1979), A sensitivity analysis of the Penman-Monteith actual evapotranspiration estimates, J. Hydrol., 44, 169-190.
9. Blonquist, J. M. Jr., J. M. Norman, and B. Bugbee (2009), Automatedmea-surement ofcanopy stomatal conductance based on infraredtemperature,Agric. For. Meteorol., 149, 2183-2197, doi:10.1016/j. agrformet.2009.10.003.
10. Boegh, E., H. Soegaard, and A. Thomsen (2002), Evaluating evapotrans-piration rates and surface conditions using Landsat TM to estimate atmospheric resistance and surface resistance, Remote Sens. Environ.,79, 329-343. (Pubitemid 34067851)
11. Collatz, G. J., J. T. Ball, C. Grivet, and J. A. Berry (1991), Physiologi-cal and environmental regulation of stomatal conductance, photosyn-thesis and transpiration: A model that includes a laminar boundary layer,Agric. For. Meteorol., 54, 107-136, doi:10.1016/0168-1923(91)90002-8.
12. Farquhar, G. D., andT. D. Sharkey (1982), Stomatal conductance andpho-tosynthesis,Annu. Rev. Plant. Physiol.,33,317-345.
13. 2 assimilation in leaves of C3 species, Planta, 149(1),78-90,doi:10.1007/BF00386231.
14. Franks, P. J., P. L. Drake, and R. H. Froend (2007), Anisohydric but isohy-drodynamic: Seasonally constant plant water potential gradients explained by a stomatal control mechanism incorporating variable plant hydraulic conductance, Plant Cell Environ., 30, 19-30, doi:10.1111/j.1365-3040.2006.01600. x. (Pubitemid 44924278)
15. 2 and water vapor exchange of the tall and short height forms ofSpartina alter-niflora Loisel in a Georgia salt marsh, Oecologia, 43,139-156.
16. Guilioni, L., H. G. Jones, I. Leinonen, and J. P. Lhomme (2008), On the relationships between stomatal resistance and leaf temperatures in ther-mography, Agric. For. Meteorol., 148, 1908-1912, doi:10.1016/j.agrformet. 2008.07.009.
17. Isaaks, E. H., and R. M. Srivastava (1989),Applied Geostatistics, 592 pp.,Oxford Univ. Press, N. Y.
18. Jarvis, P. G. (1976), The interpretation of the variations in leafwaterpoten-tial and stomatal conductance found in canopies in the field, Philos. Trans. R. Soc. LondonB, 273, 593-610.
19. Jarvis, P. G., and K. G. McNaughton (1986), Stomatal control oftranspira-tion: Scaling up from leafto region, Adv. Ecol. Res., 15, 1-49.
20. Jones, H. G. (1998), Stomatal control of photosynthesis and transpiration, J. Exp. Bot., 49, 387-398. (Pubitemid 28147122)
21. Jones, H. G. (1999), Use ofthermography for quantitative studies ofspatial and temporal variation of stomatal conductance over leaf surfaces, Plant CellEnviron., 22,1043-1055. (Pubitemid 29411950)
22. Jones, H. G., and I. Leinonen (2003), Thermal imaging for the study of plantwaterrelations, J. Agric. Meteorol., 59(3), 205-217.
23. Jones, H. G., M. Stoll, T. Santos, C. de Sousa, M. M. Chaves, and O. M. Grant (2002), Use of infrared thermography for monitoring stomatal clo-sure in the field: Application to grapevine, J. Exp. Bot., 53(378), 2249-2260, doi: 10.1093jxb/erf083. (Pubitemid 35273845)
24. Journel, A. G., and C. J. Huijbregts (1978), Mining Geostatistics, 600 pp.,Academic Press, London, U. K.
25. 2 on leaf photo-synthesis and transpiration, Ann. Bot., 105, 431-442, doi:10.1093/aob/mcp292.
26. Kim, S.-H., and J. H. Lieth (2003), A coupled model ofphotosynthesis, sto-matal conductance and transpiration for a rose leaf (Rosa hybrida L.), Ann. Bot.,91,771-781, doi:10.1093/aob/mcg080. (Pubitemid 41295736)
27. Kustas, W., and M. Anderson (2009), Advances in thermal infrared remotesensing for land surface modeling, Agric. For. Meteorol., 149, 2071-2081, doi :10.1016/j.agrformet.2009.05.016.
28. Kustas, W. P., F. Li, T. J. Jackson, J. H. Prueger, J. I. MacPherson, and M.Wolde (2004), Effects of remote sensing pixel resolution on modeled energy flux variability of croplands in Iowa, Remote Sens. Environ., 92, 535-547, doi :10.1016/j.rse.2004.02.020. (Pubitemid 39204635)
29. Leinonen, I., and H. G. Jones (2004), Combining thermal and visible im-agery for estimating canopy temperature and identifying plant stress, J. Exp. Bot., 55(401), 1423-1431, doi:10.1093/jxb/erh146. (Pubitemid 38751773)
30. Leinonen, I., O. M. Grant, C. P. P. Tagliavia, M. M. Chaves, and H. G. Jones (2006), Estimating stomatal conductance with thermal imagery, Plant Cell Environ., 29, 1508-1518, doi:10.1111/j.1365-3040.2006.01528.x. (Pubitemid 44356588)
31. LI-COR (2005), Using the LI-6400 Portable Photosynthesis System, Ver-sion 5, 1106 pp., LI-COR Biosciences, Lincoln, Nebr.
32. Liu, Y., T. Hiyama, and Y. Yamaguchi (2006), Scaling of land surface tem-perature using satellite data: A case examination on ASTER and MODIS products over a heterogeneous terrain area, Remote Sens. Environ., 105, 115-128, doi:10.1016/j.rse.2006.06.012. (Pubitemid 44634588)
33. Loheide, S. P. II, and S. M. Gorelick (2005), A local-scale, high-resolution evapotranspiration mapping algorithm (EMA) with hydroecological applications at riparian meadow restoration sites, Remote Sens. Environ., 98,182-200, doi:10.1016/j.rse.2005.07.003. (Pubitemid 41395067)
34. Matthews, M. A., and J. S. Boyer (1984), Acclimation of photosynthesis to lowleafwaterpotentials,PlantPhysiol., 74(1), 161-166.
35. McDowell, N., et al. (2008), Mechanisms of plant survival and mortality during drought: Why do some plants survive while others succumb to drought?, New Phytol., 178, 719-739, doi: 10.1111/j.1469-8137.2008.02436.x. (Pubitemid 351670109)
36. Moffett, K. B., A. Wolf, J. A. Berry, and S. M. Gorelick (2010), Salt marsh-atmosphere exchange of energy, water vapor, and carbon diox-ide: Effectstidal flooding andbiophysical controls, WaterResour. Res., 46, W10525, doi: 10.1029/2009WR009041.
37. Monteith, J. L. (1965), Evaporation and environment, Sym. Soc. Exp. Biol., 19,205-224.
38. Mott, K. A., and T. N. Buckley (2000), Patchy stomatal conductance: Emergent collective behavior of stomatal, Trends Plant Sci., 5,258-262.
39. Norman, J. M., and F. Becker (1995), Terminology in thermal infrared remote sensing ofnatural surfaces,Agric. For. Meteorol., 77, 153-166. (Pubitemid 26445018)
40. Norman, J. M., W. P. Kustas, and K. S. Humes (1995), Two-source approach for estimating soil and vegetation energy fluxes in observations of direc-tional radiometric surface temperature, Agric For. Meteorol., 77,263-293. (Pubitemid 26445024)
41. Overgaard, J., D. Rosbjerg, and M. B. Butts (2006), Land-surface modeling in hydrological perspective-A review, Biogeosci., 3, 229-241. (Pubitemid 43760974)
42. Pearcy, R. W., and S. L. Ustin (1984), Effects of salinity on growth and photosynthesis of three California tidal marsh species, Oecologia, 62, 68-73. (Pubitemid 16276370)
43. Pieruschka, R., G. Huber, and J. A. Berry (2010), Control of transpiration by radiation, Proc. Natl. Acad. Sci. U. S. A., 107(30), 13372-13377, doi:10.1073/pnas.0913177107.
44. Priestley, C. H. B., and R. J. Taylor (1972), On the assessment of surface heat flux and evaporation using large-scale parameters, Mon. Weather Rev., 100, 81-92.
45. Raupach, M. R. (1995), Vegetation-atmosphere interaction and surface conductance at leaf, canopy and regional scales, Agric. For. Meteorol., 73,151-179.
46. Raupach, M. R. (1998), Influences oflocal feedbacks on land-air exchanges of energy and carbon, Global Change Biol., 4, 477-494. (Pubitemid 28400509)
47. Raupach, M. R., and J. J. Finnegan (1988), ''Single-layer models ofevapora-tion from plant canopies are incorrect but useful, whereas multilayer mod-elsarecorrectbutuseless'': Discuss, Aust. J. Plant. Physiol., 15,705-716. (Pubitemid 20397910)
48. 2 insensitive photosynthesis in field grown plants, PlantPhysiol., 84,658-664.
49. Sellers, P. J., D. A. Randall, G. J. Collatz, J. A. Berry, C. B. Field, D. A. Dazlich, C. Zhang, G. D. Collelo, and L. Bounoua (1996), A revised land surface parameterization (SiB2) for atmospheric GCMs. Part I: Model formulation, J. Clim., 9,676-705. (Pubitemid 126544330)
50. Shahraeeni, E., and D. Or (2010), Thermo-evaporative fluxes from hetero-geneous porous surfaces resolved by infrared thermography, Water Resour. Res., 46,W09511,doi:10.1029/2009WR008455.
51. Shimoda, S., and T. Oikawa (2008), Characteristics of canopy evapo-transpiration from a small heterogeneous grassland using thermal imaging, Environ. Exp. Bot., 63, 102-112, doi:10.1016/j.envexpbot.2007.12.006.
52. Shuttleworth, W. J. (1993), Evaporation, inHandbookofHydrology, edited by D. R. Maidment, chap. 4, pp. 4.1-4.53, McGraw-Hill, N. Y.
53. Shuttleworth, W. J., and J. S. Wallace (1985), Evaporation from sparse crops-An energy combination theory, Q. J. R. Meteorol. Soc., 111(469), 839-855.
54. Smith, W. K., and P. S. Nobel (1977), Temperature and water relations for sun and shade leaves of a desert broadleaf, Hyptis emoryi, J. Exp. Bot., 28(102), 169-183.
55. Su, Z., H. Pelgrum, and M. Menenti (1999), Aggregation effects ofsurface heterogeneity in land surface processes, Hydrol. Earth Syst. Sci., 3(4), 549-563. (Pubitemid 30192375)
56. Teal, J. M., and J. Kanwisher (1970), Total energy balance in salt marsh grasses, Ecology, 51(4), 690-695, doi: 10.2307/1934050.
57. Tenhunen, J. D., and S. S. Westrin (1979), Development ofaphotosynthe-sis model with an emphasis on ecological applications. Part IV. Wholephot-Whole leafphotosynthesis in response to four independent variables, Oecologia, 41, 145-162.
58. Turner, N. C., E.-D. Schulze, and T. Gollan (1985), The responses of sto-mata and leaf gas exchange to vapour pressure deficits and soil water content. Part II. In the mesophytic herbaceous species Helianthus annuus, Oecologia, 65,348-355.
59. Yamori, W., K. Noguchi, Y. T. Hanba, and I. Terashima (2006), Effects of internal conductance on the temperature dependence of the photosyn-thetic rate in spinach leaves from contrasting growth temperatures, Plant Cell Physiol.,47(8), 1069-1080, doi:10.1093/pcp/pcj077. (Pubitemid 44453550)
60. Zhang, M., S. L. Ustin, E. Rejmankova, and E. W. Sanderson (1997), Moni-toring pacific coast salt marshes using remote sensing, Ecol. Appl., 7, 1039-1053.