MODIS-derived terrestrial primary production

Remote Sensing and Digital Image Processing

Volumn 11, Issue , 2011, Pages 635-660

  Zhao, Maosheng ^a   Running, Steven ^a   Heinsch, Faith Ann ^a   Nemani, Ramakrishna ^a  

^a UNIVERSITY OF MONTANA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84979955027     PISSN: 15673200     EISSN: 22151842     Source Type: Book Series    
DOI: 10.1007/978-1-4419-6749-7_28     Document Type: Chapter

References (71)

1. Abuelgasim AA, Fernandes RA, Leblanc SG (2006) Evaluation of national and global LAI products derived from optical remote sensing instruments over Canada. IEEE Trans Geosci Remote Sens 2006 (44): 1872-1884
2. Amthor JS (2000) The McCree-de Wit-Penning de Vries-Thornley respiration paradigms: 30 years later. Ann Bot (Lond) 86: 1-20
3. Baisden WT (2006) Agriculture and forest productivity for modelling policy scenarios: evaluating approaches for New Zealand greenhouse gas mitigation. J R Soc N Z 36: 1-15
4. Baldocchi D, 26 co-authors (2001) FLUXNET: A new tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor and energy flux densities. Bull Amer Meteorol Soc 82: 2415-2434
5. Barrett DJ (2002) Steady state turnover time of carbon in the Australian terrestrialbiosphere. Global Biogeochem Cycles 16. doi: 10.1029/2002GB001860
6. Cannell MGR, Thornley JHM (2000) Modelling the components of plant respiration: some guiding principles. Ann Bot (Lond) 85: 45-54
7. Churkina G, Running SW (1998) Contrasting climatic controls on the estimated productivity of different biomes. Ecosystems 1: 206-215
8. Clark DA, Brown S, Kicklighter D, Chambers J, Thomlinson JR, Ni J, Holland EA (2001) Net Primary Production in tropical forests: an evaluation and synthesis of existing field data. Ecol Appl 11: 371-384
9. Cohen WB, Maiersperger TK, Turner DP, Ritts WD, Pflugmacher D, Kennedy RE, Kirschbaum A, Running SW, Costa M, Gower ST (2006) MODIS land cover and LAI Collection 4 product quality across nine sites in the Western Hemisphere. IEEE Trans Geosci Remote Sens 44 (7): 1843-1857
10. Cohen WB, Maiersperger TK, Yang Z, Gower ST, Turner DP, Ritts WD, Berterretche M, Running SW (2003) Comparisons of land cover and LAI estimates derived from ETM+ and MODIS for four sites in North America: a quality assessment of 2000/2001 provisional MODIS products. Remote Sens Environ 88: 221-362
11. Falge E, 31 co-authors (2002) Seasonality of ecosystem respiration and gross primary production as derived from FLUXNET measurements. Agric For Meteorol 113: 75-95
12. Gower ST, Krankina O, Olson RJ, Apps MJ, Linder S, Wang C (2001) Net primary production and carbon allocation patterns of boreal forest ecosystems. Ecol Appl 11: 1395-1411
13. Gower ST, Vogel JG, Norman JM, Kucharik CJ, Steele SJ, Stow TK (1997) Carbon distribution and aboveground net primary production in aspen, jack pine, and black spruce stands in Saskatchewan and Manitoba, Canada. J Geophys Res 104 (D22): 29029-29041
14. Gifford RM (2003) Plant respiration in productivity models: Conceptualisation, representation and issues for global terrestrial carbon-cycle research. Funct Plant Biol 30: 171-186
15. Heinsch FA, 12 co-authors (2003) User’s Guide: GPP and NPP (MOD17A2/A3) Products, NASA MODIS Land Algorithm. University of Montana, NTSG, 57
16. Heinsch FA, 25 co-authors (2006) Evaluation of remote sensing based terrestrial productivity from MODIS using ameriflux tower eddy flux network observations. IEEE Trans Geosci Remote Sens 44: 1908-1925
17. Huete AR, Didan K, Shimabukuro YE, Ratana P, Saleska SR, Hutyra LR, Yang W, Nemani RR, Myneni R (2006) Amazon rainforests green-up with sunlight in dry season. Geophys Res Lett 33: L06405, doi: 10.1029/2005GL025583
18. Imhoff ML, Bounoua L, Richetts T, Loucks C, Harriss R, Lawrence WT (2004) Global pattern in human consumption of net primary production. Nature 429: 870-873
19. Jolly WM, Nemani R, Running SW (2005a) A generalized, bioclimatic index to predict foliar phenology in response to climate. Glob Change Biol 11: 619-632
20. Jolly WM, Graham JM, Nemani RR, Running SW (2005b) A flexible, integrated system for generating meteorological surfaces derived from point sources across multiple geographic scales. Environ Model Software 20: 873-882
21. Justice CO, Townshend JRG, Vermote EF, Masuoka E, Wolfe RE, Saleous N, Roy DP, Morisette JT (2002) An overview of MODIS Land data processing and product status. Remote Sens Environ 83: 3-15
22. Kang S, Running SW, Zhao M, Kimball JS, Glassy J (2005) Improving continuity of MODIS terrestrial photosynthesis products using an interpolation scheme for cloudy pixels. Int J Remote Sens 28: 1659-1676
23. Keeling CD, Piper SC, Bacastow RB, Wahlen M, Whorf TP, Heimann M, Meijer HA (2001) Exchanges of atmospheric CO2 and 13CO2 with the terrestrial biosphere and oceans from 1978 to 2000: 1. Global aspects, SIO Reference Series, 01-06 Scripps Institution of Oceanography, San Diego
24. Leuning R, Cleugh HA, Zegelin SJ, Hughes DE (2005) Carbon and water fluxes over a temperate Eucalyptus forest and a tropical wet/day savanna in Australia: measurements and comparison with MODIS remote sensing estimates. Agric For Meteorol 129: 151-173
25. Loehman R (2006) Modeling interactions among climate. Landscape, and emerging diseases: a hantavirus case study. Ph. D. dissertation, University of Montana
26. Mayorga E, Aufdenkampe AK, Masiello CA, Krusche AV, Hedges JI, Quay PD, Richey JE, Brown TA (2005) Young organic matter as a source of carbon dioxide outgassing from Amazonian rivers. Nature 436: 538-541
27. Melillo JM, McGuire AD, Kicklighter DW, Moore B III, Vorosmarty CJ, Schloss AL (1993) Global climate change and terrestrial net primary production. Nature 63: 234-240
28. Mesinger F, 18 co-authors (2006) North American regional reanalysis. Bull Amer Meteorol Soc 87: 343-360
29. Meyerson L, Baron J, Melillo J, Naiman R, O’Malley R, Orians G, Palmer M, Pfaff A, Running S, Sala O (2005) Aggregate measures of ecosystem services: Can we take the pulse of nature? Front Ecol Environ 3: 56-59
30. Milesi C, Elvidge CD, Nemani RR, Running SW (2003a) Assessing the impact of urban land development on net primary productivity in the southeastern United States. Remote Sens Environ 86: 273-432
31. Milesi C, Elvidge CD, Nemani RR, Running SW (2003b) Assessing the environmental impacts of human settlements using satellite data. Manage Environ Qual 14: 99-107
32. Milesi C, Hashimoto H, Running SW, Nemani RR (2005) Climate variability, vegetation productivity and people at risk. Global Planet Change 47: 221-231
33. Miller SD, Hawkins JD, Kent J, Turk FJ, Lee TF, Kuciauskas AP, Richardson K, Wade R, Hoffman C (2006) Nexsat: Previewing NPOESS/VIIRS Imagery Capabilities. Bull Amer Meteorol Soc 87: 433-446
34. Monteith JL (1972) Solar radiation and productivity in tropical ecosystems. J Appl Ecol 9: 747-766
35. Monteith JL (1977) Climate and efficiency of crop production in Britain. Philos Trans R Soc Lond B 281: 277-294
36. Mu Q, Zhao M, Heinsch FA, Liu M, Tian H, Running SW (2006a) Evaluating water stress controls on primary production in biogeochemical and remote sensing-based models. J Geophys Res 112: G01012, doi: 10.1029/2006JG000179
37. Mu Q, Heinsch FA, Zhao M, Running SW, Cleugh HA, Leuning R (2006b) Development of a global evapotranspiration algorithm based on MODIS and global meteorology data. Remote Sens Environ 111 (4): 519-536
38. Myneni RB, Keeling CD, Tucker CJ, Asrar G, Nemani RR (1997) Increased plant growth in the northern high latitudes from 1981-1991. Nature 386: 698-702
39. Myneni RB, 15 co-authors (2002) Global products of vegetation leaf area and fraction absorbed PAR from year one of MODIS data. Remote Sens Environ 83: 214-231
40. Wythers KR, Reich P, Tjoelker MG, Bolstad PB (2005) Foliar respiration acclimation to temperature and temperature variable Q10 alter ecosystem carbon balance. Glob Change Biol 11: 435-449
41. Nemani RR, Keeling CD, Hashimoto H, Jolly WM, Piper SC, Tucker CJ, Myneni RB, Running SW (2003) Climate-driven increases in global terrestrial net primary production from 1982 to 1999. Science 300: 1560-1563
42. Niemeijer D (2002) Developing indicators for environmental policy: data-driven and theorydriven approaches examined by example. Environ Sci Policy 5: 91-103
43. Pan Y, Birdsey R, Hom J, McCullough K, Clark K (2006) Improved estimates of net primary productivity from MODIS satellite data at regional and local scales. Ecol Appl 16: 125-132
44. Pandya MR, Singh RP, Chaudhari KN, Bairagi GD, Sharma BR, Dadhwal VK, Parihar JS (2006) Leaf area index retrieval using IRS LISS-III sensor data and validation of the MODIS LAI product over central India. IEEE Trans Geosci Remote Sens 44: 1858-1865
45. Prentice IC, Farquhar GD, Fasham MJR, Goulden ML, Heimann M, Jaramillo VJ, Kheshgi HS, Le Quéré C, Scholes RJ, Wallace DWR (2001) The carbon cycle and atmospheric carbon dioxide. In: Ding JY, Griggs DJ, Noguer M, van der Linden PJ, Dai X, Maskell K, Johnson CA (eds) Climate change 2001: the scientific basis. Contribution of working group I to the third assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, United Kingdom and New York, USA, T. Houghton, 182-237
46. Reeves MC, Zhao M, Running SW (2005) Usefulness and limits of MODIS GPP for estimating wheat yield. Int J Remote Sens 27: 1403-1421
47. Reeves MC, Zhao M, Running SW (2006) Applying improved estimates of MODIS productivity to characterize grassland vegetation dynamics. Rangeland Ecol Manage 59: 1-10
48. Reichstein M, Valentini R, Running SW, Tenhunen J (2004) Improving remote sensing-based GPP estimates (MODIS-MODI7) through inverse parameter estimation with CARBOEUROPE eddy covariance flux data. EGU meeting Nice 2004. Geophys Res Abstr 6: 01388
49. Running SW, Hunt ER (1993) Generalization of a forest ecosystem process model for other biomes, BIOMEBGC, and an application for global-scale models. In: Ehleringer JR, Field CB (eds) Scaling physiological processes: leaf to globe. Academic Press, San Diego, pp 141-158
50. Running SW, Nemani RR, Heinsch FA, Zhao M, Reeves M, Hashimoto H (2004) A continuous satellite-derived measure of global terrestrial primary productivity: Future science and applications. Bioscience 56: 547-560
51. Running SW, Baldocchi DD, Turner DP, Gower ST, Bakwin PS, Hibbard KA (1999) A global terrestrial monitoring network integrating tower fluxes, flask sampling, ecosystem modeling and EOS satellite data. Remote Sens Environ 70: 108-128
52. Running SW, Thornton PE, Nemani RR, Glassy JM (2000) Global terrestrial gross and net primary productivity from the earth observing system. In: Sala O, Jackson R, Mooney H (eds) Methods in Ecosystem Science. Springer-Verlag, New York, pp 44-57
53. Ryan MG (1991) The effects of climate change on plant respiration. Ecol Appl 1: 157-167
54. Sala OE, 18 co-authors (2000) Global biodiversity scenarios for the year 2100. Science 287: 1770-1774
55. Schimel DS, 29 co-authors (2001) Recent patterns and mechanisms of carbon exchange by terrestrial ecosystems. Nature 414: 169-172
56. Strahler AH, Friedl M, Zhang X, Hodges J, Cooper CSA, Baccini A (2002) The MODIS land cover and land cover dynamics products Presentation at Remote Sensing of the Earth’s Environment from Terra in L’Aquila, Italy
57. Tjoelker MG, Oleksyn J, Reich P (2001) Modelling respiration of vegetation: evidence for a general temperature-dependent Q10. Glob Change Biol 7: 223-230
58. Tucker CJ, Townshend JRG, Goff TE (1985) African land-cover classification using satellite data. Science 227: 369-375
59. Turner DP, Ritts WD, Zhao M, Kurc SA, Dunn AL, Wofsy SC, Small EE, Running SW (2006a) Assessing interannual variation in MODIS-based estimates of gross primary production. IEEE Trans Geosci Remote Sens 44: 1899-1907
60. Turner DP, Ritts WD, Cohen WB, Gower ST, Running SW, Zhao M, Costae MH, Kirschbaum AA, Ham JM, Saleska SS, Ahl DE (2006b) Evaluation of MODIS NPP and GPP products across multiple biomes. Remote Sens Environ 102: 282-292
61. Turner DP, Urbanski S, Bremer D, Wofsy SC, Meyers T, Gower ST, Gregory M (2003a) A crossbiome comparison of daily light use efficiency for gross primary production. Glob Change Biol 9: 383-395
62. Turner DP, Ritts WD, Cohen WB, Gower ST, Zhao M, Running SW, Wofsy SC, Urbanski S, Dunn SA, Munger JW (2003b) Scaling Gross Primary Production (GPP) over boreal and deciduous forest landscapes in support of MODIS GPP product validation. Remote Sens Environ 88: 256-270
63. Turner DP, 17 co-authors (2005) Site-level evaluation of satellite-based global terrestrial gross primary production and net primary production monitoring. Glob Change Biol 11: 666-684
64. Wang Y, Woodcock CE, Buermann W, Stenberg P, Voipio P, Smolander H, Häme T, Tian Y, Hu J, Knyazikhin Y, Myneni RB (2004) Evaluation of the MODIS LAI algorithm at a coniferous forest site in Finland. Remote Sens Environ 91: 114-127
65. Waring RH, Landsberg JJ, Williams M (1998) Net primary production of forests: a constant fraction of gross primary production? Tree Physiol 18: 129-134
66. Waring RH, Coops NC, Fan W, Nightingale JM (2006) MODIS enhanced vegetation index predicts tree species richness across forested ecoregions in the contiguous U. S. A. Remote Sens Environ 103: 218-226
67. Yang W, Huang D, Tan B, Stroeve JC, Shabanov NV, Knyazikhin Y, Nemani RR, Myneni RB (2006) Analysis of leaf area index and fraction of PAR absorbed by vegetation products from the terra MODIS sensor: 2000-2005. IEEE Trans Geosci Remote Sen 44: 1829−1842
68. Zhao M, Heinsch FA, Nemani RR, Running SW (2005) Improvements of the MODIS terrestrial gross and net primary production global dataset. Remote Sens Environ 95: 164-176
69. Zhao M, Running SW, Nemani RR (2006) Sensitivity of Moderate Resolution Imaging Spectroradiometer (MODIS) terrestrial primary production to the accuracy of meteorological reanalyses. J Geophys Res 111: G01002, doi: 10.1029/2004JG000004
70. Zheng D, Prince S, Wright R (2003) Terrestrial net primary production estimates for 0. 5° grid cells from field observations-a contribution to global biogeochemical modeling. Glob Change Biol 9: 46-64
71. Zhou L, Tucker CJ, Kaufmann RK, Slayback D, Shabanov NV, Myneni RB (2001) Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999. J Geophys Res 106: 20069-20083