Design and testing of a global positioning system-based radiometer for precision mapping of pearl millet total dry matter in the Sahel

被引:5
作者
Lawrence, PR
Gérard, B
Moreau, C
Lhériteau, F
Buerkert, A
机构
[1] Univ Hohenheim, Inst Plant Nutr 330, D-70593 Stuttgart, Germany
[2] Sahelian Ctr, Inst Anim Prod Trop & Subtrop 480, Niamey, Niger
[3] Sahelian Ctr, Int Crops Res Inst Semi Arid Trop, Niamey, Niger
[4] Catholic Univ Louvain, Unite Decol Grandes Cultures, B-1348 Louvain, Belgium
关键词
D O I
10.2134/agronj2000.9261086x
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
The nondestructive determination of plant total dry matter (TDM) in the field is greatly preferable to the harvest of entire plots in areas such as the Sahel where small differences in soil properties may cause large differences in crop growth within short distances. Existing equipment to nondestructively determine TDM is either expensive or unreliable, Therefore, two radiometers for measuring reflected red and near-infrared light were designed, mounted on a single wheeled hand cart and attached to a differential Global Positioning System (GPS) to measure georeferenced variations in normalized difference vegetation index (NDVI) in pearl millet fields [Pennisetum glaucam (L.) R. Br.]. The NDVI measurements were then used to determine the distribution of crop TDM. The two versions of the radiometer could (i) send single NDVI measurements to the GPS data logger at distance intervals of 0.03 to 8.53 m set by the user, and (ii) collect NDVI values averaged across 0.5, I, or 2 m. The average correlation between TDM of pearl millet plants in planting hills and their NDVI values was high (r(2) = 0.850) but varied slightly depending on solar irradiance when the instrument was calibrated. There also mas a good correlation between NDVI, fractional vegetation cover derived from aerial photographs and millet TDM at harvest Both versions of the rugged instrument appear to pro tide a rapid and reliable way of mapping plant growth at the field scale with a high spatial resolution and should therefore be widely tested with different crops and soil types.
引用
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页码:1086 / 1095
页数:10
相关论文
共 17 条
[1]   SOIL BACKGROUND EFFECTS ON REFLECTANCE-BASED CROP COEFFICIENTS FOR CORN [J].
BAUSCH, WC .
REMOTE SENSING OF ENVIRONMENT, 1993, 46 (02) :213-222
[2]   Analysis of aerial photography for nitrogen stress within corn fields [J].
Blackmer, TM ;
Schepers, JS ;
Varvel, GE ;
Meyer, GE .
AGRONOMY JOURNAL, 1996, 88 (05) :729-733
[3]   NONDESTRUCTIVE MEASUREMENTS OF BIOMASS IN MILLET, COWPEA, GROUNDNUT, WEEDS AND GRASS SWARDS USING REFLECTANCE, AND THEIR APPLICATION FOR GROWTH ANALYSIS [J].
BUERKERT, A ;
LAWRENCE, PR ;
WILLIAMS, JH ;
MARSCHNER, H .
EXPERIMENTAL AGRICULTURE, 1995, 31 (01) :1-11
[4]   On the relation between NDVI, fractional vegetation cover, and leaf area index [J].
Carlson, TN ;
Ripley, DA .
REMOTE SENSING OF ENVIRONMENT, 1997, 62 (03) :241-252
[5]  
COLWELL J E, 1974, Remote Sensing of Environment, V3, P175, DOI 10.1016/0034-4257(74)90003-0
[6]   RADIOMETRIC CHARACTERISTICS OF TRITICUM-AESTIVUM CV ASTRAL UNDER WATER AND NITROGEN STRESS [J].
FERNANDEZ, S ;
VIDAL, D ;
SIMON, E ;
SOLESUGRANES, L .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1994, 15 (09) :1867-1884
[7]  
Gerard B, 1997, SOIL SCI PLANT NUTR, V43, P993
[8]   ESTIMATION OF LEAF-AREA INDEX FOR COTTON CANOPIES USING THE LI-COR LAI-2000 PLANT CANOPY ANALYZER [J].
HICKS, SK ;
LASCANO, RJ .
AGRONOMY JOURNAL, 1995, 87 (03) :458-464
[9]   SPECTRAL RESPONSE OF A PLANT CANOPY WITH DIFFERENT SOIL BACKGROUNDS [J].
HUETE, AR ;
JACKSON, RD ;
POST, DF .
REMOTE SENSING OF ENVIRONMENT, 1985, 17 (01) :37-53
[10]   WATER DEFICIT DURING PANICLE DEVELOPMENT IN PEARL-MILLET - YIELD COMPENSATION BY TILLERS [J].
MAHALAKSHMI, V ;
BIDINGER, FR .
JOURNAL OF AGRICULTURAL SCIENCE, 1986, 106 :113-119