Leveraging Phenotyping and Crop Modeling in Smart Agriculture

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ORIGINAL RESEARCH

Published on 20 Dec 2024

Quantitative relationship model between soil profile salinity and soil depth in cotton fields based on data assimilation algorithm: forecasting cotton field yields and profits

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doi 10.3389/fpls.2024.1519200

101 views

ORIGINAL RESEARCH

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Hyperspectral estimation of chlorophyll density in winter wheat using fractional-order derivative combined with machine learning

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ORIGINAL RESEARCH

Published on 19 Dec 2024

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doi 10.3389/fpls.2024.1512660

ORIGINAL RESEARCH

Published on 16 Dec 2024

Mitigating saturation effects in rice nitrogen estimation using Dualex measurements and machine learning

Peihua Shi
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doi 10.3389/fpls.2024.1518272

124 views

ORIGINAL RESEARCH

Published on 10 Dec 2024

Enhancing Nitrogen Nutrition Index estimation in rice using multi-leaf SPAD values and machine learning approaches

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doi 10.3389/fpls.2024.1492528

154 views

ORIGINAL RESEARCH

Published on 06 Dec 2024

Mapping rapeseed (Brassica napus L.) aboveground biomass in different periods using optical and phenotypic metrics derived from UAV hyperspectral and RGB imagery

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doi 10.3389/fpls.2024.1504119

326 views

ORIGINAL RESEARCH

Published on 22 Nov 2024

Estimation of potato leaf area index based on spectral information and Haralick textures from UAV hyperspectral images

Jiejie Fan
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doi 10.3389/fpls.2024.1492372

293 views

ORIGINAL RESEARCH

Published on 19 Nov 2024

YOLO-SDL: a lightweight wheat grain detection technology based on an improved YOLOv8n model

Zhaomei Qiu
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doi 10.3389/fpls.2024.1495222

324 views

ORIGINAL RESEARCH

Published on 11 Nov 2024

Predicting alfalfa leaf area index by non-linear models and deep learning models

Songtao Yang
Yongqi Ge
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Rui Liu
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doi 10.3389/fpls.2024.1458337

268 views

ORIGINAL RESEARCH

Published on 08 Nov 2024

Identification of sweetpotato virus disease-infected leaves from field images using deep learning

Ziyu Ding
Fanguo Zeng
Haifeng Li
Jianyu Zheng
Junzhi Chen
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Xuantian Li
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doi 10.3389/fpls.2024.1456713

382 views

ORIGINAL RESEARCH

Published on 31 Oct 2024

Barrier-free tomato fruit selection and location based on optimized semantic segmentation and obstacle perception algorithm

Lingli Zhou
Anqi Hu
Yawen Cheng
Wenxiang Zhang
Bingyuan Zhang
Xinyu Lu
Qian Wu
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doi 10.3389/fpls.2024.1460060

277 views

ORIGINAL RESEARCH

Published on 10 Oct 2024

FIDMT-GhostNet: a lightweight density estimation model for wheat ear counting

Baohua Yang
Runchao Chen
Zhiwei Gao
Hongbo Zhi

doi 10.3389/fpls.2024.1435042

410 views

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Frontiers in Plant Science

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Articles

Quantitative relationship model between soil profile salinity and soil depth in cotton fields based on data assimilation algorithm: forecasting cotton field yields and profits

Hyperspectral estimation of chlorophyll density in winter wheat using fractional-order derivative combined with machine learning

Development of a Vegetation Canopy Reflectance Sensor and Its Diurnal Applicability under Clear Sky Conditions

Mitigating saturation effects in rice nitrogen estimation using Dualex measurements and machine learning

Enhancing Nitrogen Nutrition Index estimation in rice using multi-leaf SPAD values and machine learning approaches

Mapping rapeseed (Brassica napus L.) aboveground biomass in different periods using optical and phenotypic metrics derived from UAV hyperspectral and RGB imagery

Estimation of potato leaf area index based on spectral information and Haralick textures from UAV hyperspectral images

YOLO-SDL: a lightweight wheat grain detection technology based on an improved YOLOv8n model

Predicting alfalfa leaf area index by non-linear models and deep learning models

Identification of sweetpotato virus disease-infected leaves from field images using deep learning

Barrier-free tomato fruit selection and location based on optimized semantic segmentation and obstacle perception algorithm

FIDMT-GhostNet: a lightweight density estimation model for wheat ear counting

Frontiers in Plant Science

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