Optimizing machine learning-based site-specific nitrogen application recommendations for canola production

Forecasting: theory and practice

(2022) Fotios Petropoulos et al.   INTERNATIONAL JOURNAL OF FORECASTING

Main factors affecting nutrient and water use efficiencies in spring canola in North America: A review of literature and analysis

(2022) Dilumi W. K. Liyanage et al.   CANADIAN JOURNAL OF PLANT SCIENCE

Using Machine Learning Models to Predict Hydroponically Grown Lettuce Yield

(2022) Ali Mokhtar et al.   Frontiers in Plant Science

Understanding the trade–off between lodging resistance and seed yield, and developing some non–destructive methods for predicting crop lodging risk in canola production

(2022) Wei Wu et al.   FIELD CROPS RESEARCH

Post-flowering nitrogen uptake leads to the genotypic variation in seed nitrogen accumulation of oilseed rape

(2021) Xiao Guo et al.   PLANT AND SOIL

Coupling machine learning and crop modeling improves crop yield prediction in the US Corn Belt

(2021) Mohsen Shahhosseini et al.   Scientific Reports

Predicting soil nitrogen availability to grain corn in Ontario, Canada

(2021) Jessica L. Stoeckli et al.   CANADIAN JOURNAL OF SOIL SCIENCE

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

(2021) Guoqi Wen et al.   NUTRIENT CYCLING IN AGROECOSYSTEMS

High nitrogen rates do not increase canola yield and may affect soil bacterial functioning

(2020) Frederick Becker et al.   AGRONOMY JOURNAL

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

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

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

Improving the productivity and stability of oilseed cropping systems through crop diversification

(2019) Kui Liu et al.   FIELD CROPS RESEARCH

Corn nitrogen management using NDVI and SPAD sensor-based data under conventional vs. reduced tillage systems

(2019) Mohsen Edalat et al.   JOURNAL OF PLANT NUTRITION

A Systems Modeling Approach to Forecast Corn Economic Optimum Nitrogen Rate

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

Drought or/and Heat-Stress Effects on Seed Filling in Food Crops: Impacts on Functional Biochemistry, Seed Yields, and Nutritional Quality

(2018) Akanksha Sehgal et al.   Frontiers in Plant Science

Random forest missing data algorithms

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

Algorithms for In-Season Nutrient Management in Cereals

(2016) Dave Franzen 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

Residual effects of preceding crops and nitrogen fertilizer on yield and crop and soil N dynamics of spring wheat and canola in varying environments on the Canadian prairies

(2016) Cynthia A. Grant et al.   FIELD CROPS RESEARCH

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

Evaluation of the Integrated Canadian Crop Yield Forecaster (ICCYF) model for in-season prediction of crop yield across the Canadian agricultural landscape

(2015) Aston Chipanshi et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

Review: Reducing residual soil nitrogen losses from agroecosystems for surface water protection in Quebec and Ontario, Canada: Best management practices, policies and perspectives

(2014) Sogol Rasouli et al.   CANADIAN JOURNAL OF SOIL SCIENCE

Weather effects on corn response to in-season nitrogen rates

(2013) M. Xie et al.   CANADIAN JOURNAL OF PLANT 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

Water release through plant roots: new insights into its consequences at the plant and ecosystem level

(2012) Iván Prieto et al.   NEW PHYTOLOGIST

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

Alleviation of temperature stress by nutrient management in crop plants: a review

(2012) E.A Waraich et al.   Journal of Soil Science and Plant Nutrition

A strategic and tactical management approach to select optimal N fertilizer rates for wheat in a spatially variable field

(2011) Bruno Basso et al.   EUROPEAN JOURNAL OF AGRONOMY

Optical sensors have potential for determining nitrogen fertilizer topdressing requirements of canola in Saskatchewan

(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

Re-inventing model-based decision support with Australian dryland farmers. 3. Relevance of APSIM to commercial crops

(2009) P. S. Carberry et al.   Crop & Pasture Science

Diagnosis tool for plant and crop N status in vegetative stage

(2008) Gilles Lemaire et al.   EUROPEAN JOURNAL OF AGRONOMY

Plant-available nitrogen in the soil: Relationships between pre-plant and pre-sidedress nitrate tests for corn production

(2008) Bao Luo Ma et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE