Chen Pei-Yu, Fedosejevs Gunar, Tiscareño-López Mario, Arnold Jeffrey G
Blackland Research & Extension Center, Texas Agricultural Experiment Station, 720 East Blackland Road, Temple, Texas 76502, USA.
Environ Monit Assess. 2006 Aug;119(1-3):69-82. doi: 10.1007/s10661-005-9006-7. Epub 2005 Dec 17.
Although several types of satellite data provide temporal information of the land use at no cost, digital satellite data applications for agricultural studies are limited compared to applications for forest management. This study assessed the suitability of vegetation indices derived from the TERRA-Moderate Resolution Imaging Spectroradiometer (MODIS) sensor and SPOT-VEGETATION (VGT) sensor for identifying corn growth in western Mexico. Overall, the Normalized Difference Vegetation Index (NDVI) composites from the VGT sensor based on bi-directional compositing method produced vegetation information most closely resembling actual crop conditions. The NDVI composites from the MODIS sensor exhibited saturated signals starting 30 days after planting, but corresponded to green leaf senescence in April. The temporal NDVI composites from the VGT sensor based on the maximum value method had a maximum plateau for 80 days, which masked the important crop transformation from vegetative stage to reproductive stage. The Enhanced Vegetation Index (EVI) composites from the MODIS sensor reached a maximum plateau 40 days earlier than the occurrence of maximum leaf area index (LAI) and maximum intercepted fraction of photosynthetic active radiation (fPAR) derived from in-situ measurements. The results of this study showed that the 250-m resolution MODIS data did not provide more accurate vegetation information for corn growth description than the 500-m and 1000-m resolution MODIS data.
虽然有几种类型的卫星数据可免费提供土地利用的时间信息,但与森林管理应用相比,数字卫星数据在农业研究中的应用有限。本研究评估了来自TERRA-中分辨率成像光谱仪(MODIS)传感器和SPOT植被(VGT)传感器的植被指数在识别墨西哥西部玉米生长情况方面的适用性。总体而言,基于双向合成方法的VGT传感器的归一化差异植被指数(NDVI)合成数据产生的植被信息与实际作物状况最为接近。MODIS传感器的NDVI合成数据在种植后30天开始出现信号饱和,但与4月的绿叶衰老相对应。基于最大值方法的VGT传感器的时间NDVI合成数据有80天的最大平稳期,这掩盖了从营养阶段到生殖阶段的重要作物转变。MODIS传感器的增强植被指数(EVI)合成数据比现场测量得出的最大叶面积指数(LAI)和最大光合有效辐射截获率(fPAR)出现的时间早40天达到最大平稳期。本研究结果表明,250米分辨率的MODIS数据在描述玉米生长方面,并不比500米和1000米分辨率的MODIS数据提供更准确的植被信息。