Machine learning-based canola yield prediction for site-specific nitrogen recommendations

Using NDVI to Differentiate Wheat Genotypes Productivity Under Dryland and Irrigated Conditions

(2020) Mohammed A. Naser et al.   Remote Sensing

Grain yield, root growth habit and lodging of eight oilseed rape genotypes in response to a short period of heat stress during flowering

(2020) Wei Wu et al.   AGRICULTURAL AND FOREST METEOROLOGY

The stage sensitivity of short‐term heat stress to lodging‐resistant traits and yield determination in canola ( Brassica napus L.)

(2020) Wei Wu et al.   JOURNAL OF AGRONOMY AND CROP SCIENCE

Estimating wheat yields in Australia using climate records, satellite image time series and machine learning methods

(2019) Elisa Kamir et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluating Different Non-Destructive Estimation Methods for Winter Wheat (Triticum aestivum L.) Nitrogen Status Based on Canopy Spectrum

(2019) Hongjun Li et al.   Remote Sensing

Assessment of canola crop lodging under elevated temperatures for adaptation to climate change

(2018) Wei Wu et al.   AGRICULTURAL AND FOREST METEOROLOGY

A Systems Modeling Approach to Forecast Corn Economic Optimum Nitrogen Rate

(2018) Laila A. Puntel et al.   Frontiers in Plant Science

Seed Yield and Water Productivity of Irrigated Winter Canola (Brassica napus L.) under Semiarid Climate and High Elevation

(2018) Koffi Djaman et al.   Agronomy-Basel

Integration of high resolution remotely sensed data and machine learning techniques for spatial prediction of soil properties and corn yield

(2018) Sami Khanal et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

ASSESSING NITROGEN NUTRITIONAL STATUS, BIOMASS AND YIELD OF COTTON WITH NDVI, SPAD AND PETIOLE SAP NITRATE CONCENTRATION

(2017) GUISU ZHOU et al.   EXPERIMENTAL AGRICULTURE

Random forest missing data algorithms

(2017) Fei Tang et al.   Statistical Analysis and Data Mining

Crop yield forecasting on the Canadian Prairies by remotely sensed vegetation indices and machine learning methods

(2016) Michael D. Johnson et al.   AGRICULTURAL AND FOREST METEOROLOGY

Accurate prediction of sugarcane yield using a random forest algorithm

(2016) Yvette Everingham et al.   Agronomy for Sustainable Development

Optimizing Seeding Dates and Rates for Canola Production in the Humid Eastern Canadian Agroecosystems

(2016) B. L. Ma et al.   AGRONOMY JOURNAL

Relationship between plant nitrogen and phosphorus accumulations in a canola crop as affected by nitrogen management under ample phosphorus supply conditions

(2016) B.L. Ma et al.   CANADIAN JOURNAL OF PLANT SCIENCE

Quantification of canola root morphological traits under heat and drought stresses with electrical measurements

(2016) Wei Wu et al.   PLANT AND SOIL

Spectral considerations for modeling yield of canola

(2016) John J. Sulik et al.   REMOTE SENSING OF ENVIRONMENT

Timing and rates of nitrogen fertiliser application on seed yield, quality and nitrogen-use efficiency of canola

(2016) B. L. Ma et al.   Crop & Pasture Science

Random Forests for Global and Regional Crop Yield Predictions

(2016) Jig Han Jeong et al.   PLoS One

Legumes can reduce economic optimum nitrogen rates and increase yields in a wheat–canola cropping sequence in western Canada

(2015) Mervin St. Luce et al.   FIELD CROPS RESEARCH

Growth, yield, and yield components of canola as affected by nitrogen, sulfur, and boron application

(2015) Bao-Luo Ma et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE

Particulate organic matter and soil mineral nitrogen concentrations are good predictors of the soil nitrogen supply to canola following legume and non-legume crops in western Canada

(2013) M. St. Luce et al.   CANADIAN JOURNAL OF SOIL SCIENCE

On-farm comparison of variable rates of nitrogen with uniform application to maize on canopy reflectance, soil nitrate, and grain yield

(2013) Bao-Luo Ma et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE

Corn Response to Nitrogen is Influenced by Soil Texture and Weather

(2012) Nicolas Tremblay et al.   AGRONOMY JOURNAL

The carbon footprint of maize production as affected by nitrogen fertilizer and maize-legume rotations

(2012) B. L. Ma et al.   NUTRIENT CYCLING IN AGROECOSYSTEMS

Estimating canola (Brassica napus L.) yield potential using an active optical sensor

(2010) C B Holzapfel et al.   CANADIAN JOURNAL OF PLANT SCIENCE

Leaf and canopy optical characteristics as crop-N-status indicators for field nitrogen management in corn

(2010) Lisandro Rambo et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE