Integrating remote sensing data from multiple optical sensors for ecological and crop condition monitoring

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 8869, Issue , 2013, Pages

  Gao, Feng ^a   Wang, Peijuan ^a,b   Masek, Jeff ^c  

^a AGRICULTURAL RESEARCH SERVICE   (United States)

^b STATE KEY LABORATORY OF SEVERE WEATHER   (China)

^c NASA GODDARD SPACE FLIGHT CENTER   (United States)

Author keywords

crop growth condition; data fusion; ecological monitoring; Landsat; MODIS; time series analysis

Indexed keywords

CONDITION MONITORING; CROPS; DATA FUSION; ECOSYSTEMS; HARMONIC ANALYSIS; IMAGE RESOLUTION; RADIOMETERS; REMOTE SENSING; SATELLITE IMAGERY; SUSTAINABLE DEVELOPMENT;

CROP GROWTH CONDITION; ECOLOGICAL MONITORING; HIGH SPATIAL RESOLUTION; LANDSAT; MODIS; REMOTE SENSING IMAGERY; REMOTE SENSING INSTRUMENTS; SPATIAL AND TEMPORAL VARIABILITY;

DATA INTEGRATION;

EID: 84887963174     PISSN: 0277786X     EISSN: 1996756X     Source Type: Conference Proceeding    
DOI: 10.1117/12.2023417     Document Type: Conference Paper

References (19)

1. Walthall, C.L., J. Hatfield, P. Backlund, etc., "Climate Change and Agriculture in the United States: Effects and Adaptation," USDA Technical Bulletin 1935. Washington, DC. 186 pages (2012).
2. Kucharik, C.J., "A multidecadal trend of earlier corn planting in the central USA," Agronomy Journal, 98(6), 1544-1550 (2006).
3. Loveland, T.R. and Dwyer, J.L., "Landsat-building a strong future," Remote Sensing of Environment, 122, 22-29 (2012).
4. Friedl, M. A., McIver, D. K., Hodges, J. C. F., Zhang, X., Muchoney, D., Strahler, A. H., Woodcock, C. E., Gopal, S., Schnieder, A., Cooper, A., Baccini, A., Gao, F., and Schaaf, C. B., "Global land cover from MODIS: Algorithms and early results," Remote Sensing of Environment, 83, 287-302 (2002).
5. Gao, F., Masek, J., Schwaller, M., and Hall, F., "On the Blending of the Landsat and MODIS Surface Reflectance: Predict Daily Landsat Surface Reflectance," IEEE Transactions on Geoscience and Remote Sensing, 44(8), 2207-2218 (2006).
6. Hilker, T., Wulder, M. A., Coops, N. C., Linke, J., McDermid, G., Masek, J. G., Gao, F., White, J. C., "A new data fusion model for high spatial- and temporal- resolution mapping of forest disturbance based on Landsat and MODIS," Remote Sensing of Environment, 113(8), 1613-1627 (2009).
7. Zhu, X., Chen, J., Gao, F., and Masek, J., "An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions," Remote Sensing of Environment, 114, 2610-2623 (2010).
8. Schmidt, M., T. Udelhoven, T. Gill, and A. Röder, "Long term data fusion for a dense time series analysis with MODIS and Landsat imagery in an Australian Savanna," Journal of Applied Remote Sensing, 6 (1), 063512 (2012).
9. Anderson, M.C., W. P. Kustas, J. M. Norman, C. R. Hain, J. R. Merikalski, L. Schultz, M. P. González-Dugo, C. Cammalleri, G. d'Urso, A. Pimstein, and F. Gao, "Mapping daily evapotranspiration at field to continental scales using geostationary and polar orbiting satellite imagery," Hydrology and Earth System Sciences, 15, 223-239 (2011).
10. Singh, D., "Generation and evaluation of gross primary productivity using Landsat data through blending with MODIS data," International Journal of Applied Earth Observation and Geoinformation, 13(1), 59-69 (2011).
11. Watts, J. D., S. L. Powell, R. L. Lawrence, and T. Hilker, "Improved classification of conservation tillage adoption using high temporal and synthetic satellite imagery," Remote Sensing of Environment, 115(1), 66-75 (2012).
12. Walker, J., Beurs, K.M., Wynne, R.H., and Gao, F., "Evaluation of Landsat and MODIS data fusion products for analysis of dryland forest phenology," Remote Sensing of Environment, 117, 381-393 (2012).
13. Wang, P., Gao, F., Masek, J., "Operational data fusion framework for building frequent Landsat-like images in cloudy regions," IEEE Transactions on Geoscience and Remote Sensing, under reviewing (2013).
14. Zhang, X., Friedl, M. A., Schaaf, C. B., Strahler, A. H., Hodges, J. C. F., Gao, F., and Reed, B. C, "Monitoring vegetation phenology using MODIS," Remote Sensing of Environment, 84(3), 471-475 (2003).
15. Jonsson, P. and Eklundh, L., "TIMESAT - a program for analysing time-series of satellite sensor data," Computers and Geosciences, 30, 833-845 (2004).
16. Schaaf, C. B., F. Gao, A. H. Strahler, W. Lucht, X. Li, T. Tsang, N. C. Strugnell, X. Zhang, Y. Jin, J.-P. Muller, P. Lewis, M. Barnsley, P. Hobson, M. Disney, G. Roberts, M. Dunderdale, C. Doll, R. d'Entremont, B. Hu, S. Liang, and J. L. Privette, and D. P. Roy, "First Operational BRDF, Albedo and Nadir Reflectance Products from MODIS," Remote Sensing of Environment, 83, 135-148 (2002).
17. Masek, J. G., Vermote, E. F., Saleous, N. E., Wolfe, R., Hall, F. G., Huemmrich, F., Gao, F., Kutler, J., and Lim, T. K., "A Landsat surface reflectance data set for North America, 1990-2000," IEEE Geoscience and Remote Sensing Letters, 3(1), 69-72 (2006).
18. Crop progress, USDA NASS, http://usda.mannlib.cornell.edu/MannUsda/ viewDocumentInfo.do?documentID=1048
19. Cropland data layer, USDA NASS, http://www.nass.usda.gov/research/ Cropland/SARS1a.htm