Spring Wheat Yield Estimates from Spectral Reflectance Measurements

The purpose of our investigation was twofold: 1) to relate spectral reflectance measurements to spring wheat grain yield and total dry matter production, and 2) to establish whether or not a relationship between grain and total dry matter can be useful for residue management decisions. The field experiment was located on a Williams loam soil (fine-loamy mixed, typic Argiborolls) 11 km northwest of Sidney, MT. Seven rates-from 0 to 100 percent-of ¿Olaf,¿ a semidwarf, hard red spring wheat (Triticum aestivum L.) cultivar, were seeded to stand. On clear mornings, a handheld radiometer was used to measure spectral band reflectances corresponding to the LANDSAT multispectral scanner bands. In addition, grain and straw yield data were collected from a number of sources in order to try to define a general relationship between grain and dry matter yields. A relationship between the normalized difference vegetation index (ND7 = (MSS7 - MSS5)/(MSS7 + MSS5)), as determined any time between the tillering and watery ripe growth stages, and grain and total dry matter yields clearly established the potential of remote sensing for predicting grain and total dry matter yields. The potential use of such predictions for residue management is also important. The strong relationship between grain and total dry matter production suggested that the approach described deserves further testing to determine its potential wide-area applicability in predicting spring wheat grain and dry matter yields.

[1]  James E. McMurtrey,et al.  Relationship of spectral data to grain yield variation , 1980 .

[2]  L. D. Sibbitt,et al.  Yield, quality and nitrogen fertilizer recovery of standard and semi-dwarf spring wheat as affected by sowing date and fertilizer rate , 1979, The Journal of Agricultural Science.

[3]  C. Tucker,et al.  Assessing soybean leaf area and leaf biomass by spectral measurements , 1979 .

[4]  C. Tucker Red and photographic infrared linear combinations for monitoring vegetation , 1979 .

[5]  C. Tucker,et al.  Temporal spectral measurements of corn and soybean crops , 1979 .

[6]  E. Kanemasu,et al.  Leaf Area Index Estimates for Wheat from LANDSAT and Their Implications for Evapotranspiration and Crop Modeling1 , 1979 .

[7]  R. J. Hanks,et al.  Spring Wheat Yield Model for Limited Moisture Conditions1 , 1978 .

[8]  A. Bauer,et al.  Hard Red Spring Wheat Straw Yields in Relation to Grain Yields 1 , 1978 .

[9]  J. Aase Relationship Between Leaf Area and Dry Matter in Winter Wheat1 , 1978 .

[10]  J. Power,et al.  Tiller development and yield of standard and semidwarf spring wheat varieties as affected by nitrogen fertilizer , 1978, The Journal of Agricultural Science.

[11]  A. J. Richardsons,et al.  DISTINGUISHING VEGETATION FROM SOIL BACKGROUND INFORMATION , 1977 .

[12]  A. L. Black,et al.  Hard Red and Durum Spring Wheat Responses to Seeding Date and NP‐Fertilization on Fallow1,2 , 1977 .

[13]  C. Campbell,et al.  EFFECTS OF FERTILIZER N AND SOIL MOISTURE ON GROWTH, N CONTENT, AND MOISTURE USE BY SPRING WHEAT , 1977 .

[14]  C. Campbell,et al.  EFFECTS OF FERTILIZER N AND SOIL MOISTURE ON YIELD, YIELD COMPONENTS, PROTEIN CONTENT AND N ACCUMULATION IN THE ABOVEGROUND PARTS OF SPRING WHEAT , 1977 .

[15]  A L Hammond,et al.  Crop forecasting from space: toward a global food watch. , 1975, Science.

[16]  S. Prihar,et al.  Effect of Simulated Plow‐sole on Water Uptake and Yield of Dryland Wheat1 , 1975 .

[17]  D. L. Williams,et al.  Wheat Production Estimates Using Satellite Images1 , 1975 .

[18]  H. Nass DETERMINATION OF CHARACTERS FOR YIELD SELECTION IN SPRING WHEAT , 1973 .

[19]  A. L. Black,et al.  Crop Residue, Soil Water, and Soil Fertility Related to Spring Wheat Production and Quality After Fallow 1 , 1973 .

[20]  A. R. Mack INFLUENCE OF SOIL TEMPERATURE AND MOISTURE CONDITIONS ON GROWTH PROTEIN PRODUCTION OF MANITOU AND TWO SEMIDWARF MEXICAN SPRING WHEATS , 1973 .

[21]  J. Alessi,et al.  Influence of Nitrogen Source and Rate on Growth of Spring Grain and Soil pH1 , 1972 .

[22]  N. C. Stoskopf,et al.  Harvest Index in Cereals1 , 1971 .

[23]  C. Maceachern,et al.  RESPONSE OF SPRING WHEAT AND BARLEY TO NITROGEN, PHOSPHORUS AND POTASSIUM , 1971 .

[24]  J. F. Alex COMPETITION OF SAPONARIA VACCARIA AND SINAPIS ARVENSIS IN WHEAT , 1970 .

[25]  J. L. Mason,et al.  EFFECT OF PHOSPHORUS AND POTASSIUM FERTILIZERS ON THE AGRONOMIC CHARACTERISTICS OF SPRING WHEAT AND THEIR INTERACTION ON GRAIN YIELD , 1969 .

[26]  E. C. Large GROWTH STAGES IN CEREALS ILLUSTRATION OF THE FEEKES SCALE , 1954 .

[27]  J. Aase,et al.  Determining Winter Wheat Stand Densities Using Spectral Reflectance Measurements , 1980 .

[28]  C. Wiegand,et al.  A seasonal verification of the Suits spectral reflectance model for wheat , 1980 .

[29]  C. L. Wiegand,et al.  Seasonal Changes in Reflectance of Two Wheat Cultivars1 , 1978 .

[30]  G. Gee,et al.  Fertilization of wheat, corn, and grass-legume mixture grown on reclaimed spoilbanks , 1978 .

[31]  J. Power,et al.  Residual Effects of N Fertilization on Dryland Spring Wheat in the Northern Plains. I. Wheat Yield and Water Use 1 , 1977 .

[32]  R. Fischer,et al.  Harvest Index in Spaced Populations and Grain Weight in Microplots as Indicators of Yielding Ability in Spring Wheat 1 , 1976 .

[33]  R. B. Erb,et al.  The Use of LANDSAT Data in a Large Area Crop Inventory Experiment (LACIE) , 1975 .

[34]  D. Deering Measuring forage production of grazing units from Landsat MSS data , 1975 .

[35]  J. A. Schell,et al.  Monitoring vegetation systems in the great plains with ERTS , 1973 .