Toward automated machine learning-based hyperspectral image analysis in crop yield and biomass estimation

KY Li, R Sampaio de Lima, NG Burnside, E Vahtmäe… - Remote Sensing, 2022 - mdpi.com
The incorporation of autonomous computation and artificial intelligence (AI) technologies
into smart agriculture concepts is becoming an expected scientific procedure. The airborne …

Modulation of wheat yield components in response to management intensification to reduce yield gaps

BR Jaenisch, LB Munaro, SVK Jagadish… - Frontiers in plant …, 2022 - frontiersin.org
Appropriate genotype selection and management can impact wheat (Triticum aestivum L.)
yield in dryland environments, but their impact on yield components and their role in yield …

On-farm data-rich analysis explains yield and quantifies yield gaps of winter wheat in the US central Great Plains

BR Jaenisch, LB Munaro, LM Bastos, M Moraes… - Field Crops …, 2021 - Elsevier
With an annual production of∼ 60 Mt, the US accounts for about 8% of the global wheat
(Triticum aestivum L.) production. Still, quantification of the yield gaps (YG) and major …

Assessing environment types for maize, soybean, and wheat in the United States as determined by spatio-temporal variation in drought and heat stress

A Couëdel, JIR Edreira, RP Lollato… - Agricultural and forest …, 2021 - Elsevier
The impact of agricultural technologies on crop yield is influenced by the environment type
(ENVT) as determined by weather and soil. Understanding the correlation between the …

Genotype‐specific nitrogen uptake dynamics and fertilizer management explain contrasting wheat protein concentration

RP Lollato, BR Jaenisch, SR Silva - Crop Science, 2021 - Wiley Online Library
Increasing yield and grain protein concentration (GPC) in wheat (Triticum aestivum L.)
without excessive nitrogen (N) rates requires increasing N use efficiency (NUE, yield per …

Field-level factors for closing yield gaps in high-yielding rice systems of Uruguay

MC Tseng, Á Roel, I Macedo, M Marella, J Terra… - Field Crops …, 2021 - Elsevier
Yield gap assessments at the field-level are key for develo** management practices to
increase crop production in a sustainable manner. Although rice is an important food crop …

Optimizing nitrogen fertilizer inputs and plant populations for greener wheat production with high yields and high efficiency in dryland areas

C Li, X Wang, Z Guo, N Huang, S Hou, G He… - Field Crops …, 2022 - Elsevier
Bridging yield gaps in staple crops is widely reported as a highly efficient means for
improving grain production. However, changes in production efficiency and the …

A farmer data-driven approach for prioritization of agricultural research and development: A case study for intensive crop systems in the humid tropics

G Rizzo, F Agus, SF Batubara, JF Andrade… - Field Crops …, 2023 - Elsevier
Context Intensive rice-maize sequences in Southeast Asia can include up to three crop
cycles per year. Indonesia is the third and fifth largest rice and maize producing country …

Experimental and producer-reported data quantify the value of foliar fungicide to winter wheat and its dependency on genotype and environment in the US central …

G Cruppe, E DeWolf, BR Jaenisch, KA Onofre… - Field Crops …, 2021 - Elsevier
Foliar fungicides can account for a large portion of the yield gap in winter wheat (Triticum
aestivum L.); however, their impacts on yield have been inconsistent in rainfed …

[HTML][HTML] The Effect of Different Crop** Systems on Yield, Quality, Productivity Elements, and Morphological Characters in Wheat (Triticum aestivum)

RA Paunescu, E Bonciu, E Rosculete, G Paunescu… - Plants, 2023 - mdpi.com
The aim of this work was to study how certain applied crop** systems (conventional
systems differentiated by fertilization level or sowing season and subsistence farming) …