LC-06 Group Augmented Abstract
Validation and Evaluation of MODIS Data Products in the Large Scale Biosphere-Atmosphere Experiment in Amazonia (LBA)
Alfredo R. Huete -- University of Arizona
Yosio Edemir Shimabukuro -- Instituto Nacional de Pesquisas Espaciais (INPE)
The MODIS Instrument Land Science Team (MODLAND) proposes to provide, evaluate, and
validate an array of standard data products as tools for moderate resolution land surface
monitoring and ecology over Amazonia.
The LBA experiment and sites will enable us to evaluate the quality and performance of our products in conjunction with in-situ measures of various ecological parameters. MODLAND will make available level 2 and level 3 gridded MODIS data products to the LBA-ECO Science Team so as to maximize data usefulness and evaluation by the broader scientific community. We plan on working over both LBA transects, encompassing dry and wet tropical forests, cerrado, and various classes of land use conversions.
Research Team Responsibilities
- Alfredo Huete: Spectral vegetation indices.
- Chris Justice: fire and thermal anomalies.
- Jan-Peter Muller: albedo and BRDF.
- Ranga Myneni: leaf area index (LAI), fraction of absorbed photosynthetically active radiation (fAPAR).
- Steve Running: net primary production (NPP)
- Yosio Shimabukuro: biophysical products.
- Alan Strahler: BRDF and albedo.
- John Townshend: land cover and land cover change.
- Eric Vermote, University of Maryland: atmospherically-corrected, surface reflectances.
- Zhengming Wan, University of California, Santa Barbara: surface temperature.
The MODIS land discipline group is developing remote sensing algorithms for deriving time-series data products of various terrestrial geophysical parameters, useful to regional-scale ecological studies of Amazonia.
Atmospheric Correction and Surface Reflectance: MODIS will provide atmospherically corrected (Rayleigh, ozone, water, and aerosols) data sets over the LBA sites in bands 1-7, centered at 648 nm, 858 nm, 470 nm, 555 nm, 1240 nm, 1640 nm, and 2130 nm with respective resolutions of 250 m (bands 1,2); and 500 m (bands 3-7).
Land Surface Temperature and Fire Products: MODIS will provide daytime and nighttime LST at 1 km and 5 km spatial resolutions, at daily, 8-day and monthly temporal frequencies. The MODIS fire products will provide information on the distribution of fires and their frequency and timing. The active fire products will be generated shortly after launch (6/98) and the burned area products are planned for release one year later.
Vegetation Indices (Vis) and Biophysical Products: Two vegetation indices will be produced at 16-day and monthly intervals; the standard Normalized Difference Vegetation Index (NDVI) and an Enhanced Vegetation Index (EVI) designed for extended sensitivity into high biomass, chlorophyll-saturated, conditions. A number of vegetation biophysical parameters will be produced to describe vegetation canopy structure (LAI) and the fraction of absorbed photosynthetically active radiation (fPAR). The LAI and fPAR products will be produced at 8- and 16-day intervals. MODIS will also produce a Net Photosynthesis/ Net Primary Productivity product utilizing the spatial and temporal dynamics of the LAI/ FPAR products in conjunction with a BIOME-BGC ecosystem simulation model.
Land Cover and Land Cover Change: MODIS is developing two products, a Land Cover (classification) product that will map the terrestrial surface of the world into land cover classes; and a Land Cover Change product that will detect areas of change and identify the type of change process occurring. The algorithm for mapping global terrestrial land cover will be at a 1 km resolution. The land cover change product will detect areas of change and identify types of change processes as they occur.
Spectral Albedo and BRDF: The MODLAND team will produce a global BRDF product at 1km spatial resolution for the entire terrestrial surface at 16-day intervals, utilizing both MODIS and MISR data sets.
We plan on validating our products at all LBA sites, particularly in the vicinity of the LBA-towers.
We plan to begin providing and archiving MODIS imagery of each product in September 1998. Most of our field activities related to validation will be conducted in coordination with the LBA science team and LBA field activities. We plan to participate in joint field activities with the LBA science team once a clear experimental plan is formed.
Last Updated: May 18, 1998