Nationally aggregated area, production and yield data from our data set were validated with national data from 1961 to 2018 provided by the FAO (http://faostat3.fao.org/home/E). Area and production data for crops with separate spring and winter data were summed on department level to test ...
Crop planting extraction based on multi-temporal remote sensing data in Northeast China Crop area and its spatial distribution are generally considered to be essential data inputs for crop yield estimation,assessment of water productivity and ... W Hao,X Mei,X Cai,... - 《Transactions of the ...
The machine learning models are developed using a data set spanning from 1984 to 2018 to predict corn yield in three US Corn Belt states (Illinois, Indiana, and Iowa). The data set is comprised of the environment (soil and weather) and management as input variables, and actual corn yields...
Crop yield prediction is an information service provided by the National Institute Researchfor Forestry Agriculture and Livestock (INIFAP) to the Ministry of Agriculture in Mexico where it is usedas a decision making aid. A comprehensive set of state of the art tools has been developed which is ...
We combined this with the data set on crop price, yield, production, and area harvested (Sect. 2.1) to easily compare different variables and obtain additional crop names, price and production data. Where applicable, we used the price and production information to calculate the EV of crops as...
Developmental time for individual muskmelons from anthesis to full slip could be predicted from several heat unit formulas, depending on the temperature data set used. When temperature at 7.5 cm above soil level was used, the heat unit formula resulting in the lowest coefficient of variation (cv...
Moreover, two computational tools are integrated to expand the data set and make valuable predictions. As an important data resource in crop research, our platform will be freely accessible and hold significant value for future advancements in genetic engineering, functional genomics, and breeding ...
1980. The Natural History of Crop Yield: A combination of improved varieties of crop plants and technological innovations continues to increase productivity, ... LT Evans - Mcgraw-Hill Publ.Comp. 被引量: 14发表: 1980年 The influence of the heavy metal complex on crop yield and the intake of...
Local villager Yang Dongjin planted more than 20 mu of saline-alkali wheat, with a net income of 6,000 yuan (863 U.S. dollars)last year. He said it is expected that the yield of wheat could be about 200 to 250 kg per mu this year due to the good climate. ...
Multi-omics assists genomic prediction of maize yield with machine learning approaches With the improvement of high-throughput technologies in recent years, large multi-dimensional plant omics data have been produced, and big-data-driven yiel... C Wu,J Luo,Y Xiao - 《Molecular Breeding》 被引量...