Combining remote sensing-derived management zones and an auto-calibrated crop simulation model to determine optimal nitrogen fertilizer rates

S Leo, MDA Migliorati, TH Nguyen, PR Grace - Agricultural Systems, 2023 - Elsevier
CONTEXT Cotton is an economically important crop in Australia that requires high resource
application, particularly that of nitrogen (N) fertilizers. Determining optimal N fertilizer rates …

Machine learning in evaluating multispectral active canopy sensor for prediction of corn leaf nitrogen concentration and yield

R Barzin, H Lotfi, JJ Varco, GC Bora - Remote Sensing, 2021 - mdpi.com
Applying the optimum rate of fertilizer nitrogen (N) is a critical factor for field management.
Multispectral information collected by active canopy sensors can potentially indicate the leaf …

Opportunities for robotic systems and automation in cotton production

E Barnes, G Morgan, K Hake, J Devine, R Kurtz… - AgriEngineering, 2021 - mdpi.com
Automation continues to play a greater role in agricultural production with commercial
systems now available for machine vision identification of weeds and other pests …

Predicting within‐field cotton yields using publicly available datasets and machine learning

S Leo, M De Antoni Migliorati, PR Grace - Agronomy Journal, 2021 - Wiley Online Library
Early detection of within‐field yield variability for high‐value commodity crops, such as
cotton (Gossypium spp.), offers growers potential to improve decision‐making, optimize …

Use of an ultrasonic sensor for plant height estimation in irrigated cotton

KF Bronson, AN French, MM Conley… - Agronomy …, 2021 - Wiley Online Library
Plant height in field crops like cotton (Gossypium hirsutum L.) have long been of great
interest to agronomists and plant breeders. Canopy height sensors can replace laborious …

Proximal active optical sensing operational improvement for research using the CropCircle ACS-470, Implications for measurement of normalized difference …

MM Conley, AL Thompson, R Hejl - Sensors, 2023 - mdpi.com
Active radiometric reflectance is useful to determine plant characteristics in field conditions.
However, the physics of silicone diode-based sensing are temperature sensitive, where a …

Impact of nitrogen fertilizer timing on nitrate loss and crop production in northwest Iowa

ER Waring, J Sawyer, C Pederson, M Helmers - 2022 - Wiley Online Library
In the US Midwest, nitrate in subsurface tile drainage from corn (Zea mays L.)–soybean
[Glycine max (L.) Merr.] systems is detrimental to water quality at local and national scales …

基于特征转移植被指数的水稻叶片氮素含量定量估算.

于丰华, 邢思敏, 郭忠辉, 白驹驰… - Transactions of the …, 2022 - search.ebscohost.com
水稻叶片氮素含量遥感检测是实现水稻精准施肥的前提条件. 为了探究利用光谱技术快速,
便捷的实现水稻叶片氮素的精准检测, 该研究在水稻关键生育期, 利用水稻叶片400~ 1 000 nm …

Drought response of zoysiagrass with varying leaf texture under progressive deficit irrigation

M Meeks, A Chandra - Crop Science, 2024 - Wiley Online Library
Improving drought resistance in Zoysiagrass (Zoysia spp.) is a target for both private and
public breeding programs. The performance of 26 elite experimental zoysiagrasses was …

Revising petiole nitrate sufficiency/deficiency guidelines for irrigated cotton in the Desert Southwest

KF Bronson, ER Norton… - Soil Science Society of …, 2021 - Wiley Online Library
Abstract Petiole nitrate‐nitrogen (NO3–N) sampling and testing remains a popular in‐
season nitrogen (N) management practice in the western United States for cotton …