Skip to Content

1,314 Results Found

  • Article
  • Open Access
113 Citations
10,686 Views
22 Pages

19 July 2016

The nitrogen (N) nutrition index (NNI) is a reliable indicator of crop N status and there is an urgent need to develop efficient technologies for non-destructive estimation of NNI to support the practical applications of precision N management strate...

  • Article
  • Open Access
14 Citations
3,725 Views
20 Pages

Canopy Fluorescence Sensing for In-Season Maize Nitrogen Status Diagnosis

  • Rui Dong,
  • Yuxin Miao,
  • Xinbing Wang,
  • Fei Yuan and
  • Krzysztof Kusnierek

17 December 2021

Accurate assessment of crop nitrogen (N) status and understanding the N demand are considered essential in precision N management. Chlorophyll fluorescence is unsusceptible to confounding signals from underlying bare soil and is closely related to pl...

  • Article
  • Open Access
38 Citations
5,409 Views
21 Pages

In-Season Diagnosis of Rice Nitrogen Status Using Proximal Fluorescence Canopy Sensor at Different Growth Stages

  • Shanyu Huang,
  • Yuxin Miao,
  • Fei Yuan,
  • Qiang Cao,
  • Huichun Ye,
  • Victoria I.S. Lenz-Wiedemann and
  • Georg Bareth

8 August 2019

Precision nitrogen (N) management requires an accurate and timely in-season assessment of crop N status. The proximal fluorescence sensor Multiplex®3 is a promising tool for monitoring crop N status. It performs a non-destructive estimation of pl...

  • Article
  • Open Access
5 Citations
2,239 Views
14 Pages

The Impact of Water Availability on the Discriminative Status of Nitrogen (N) in Sugar Beet and Celery Using Hyperspectral Imaging Methods

  • Marcin Siłuch,
  • Anna Siedliska,
  • Piotr Bartmiński,
  • Waldemar Kociuba,
  • Piotr Baranowski and
  • Jaromir Krzyszczak

15 May 2023

A pot experiment was conducted to determine the impact of water availability on the discriminatory status of nitrogen (N) in plants using hyperspectral imaging. Nitrogen deficiency causes a significant decrease in chlorophyll concentration in plant l...

  • Article
  • Open Access
98 Citations
5,408 Views
27 Pages

Winter Wheat Nitrogen Status Estimation Using UAV-Based RGB Imagery and Gaussian Processes Regression

  • Yuanyuan Fu,
  • Guijun Yang,
  • Zhenhai Li,
  • Xiaoyu Song,
  • Zhenhong Li,
  • Xingang Xu,
  • Pei Wang and
  • Chunjiang Zhao

18 November 2020

Predicting the crop nitrogen (N) nutrition status is critical for optimizing nitrogen fertilizer application. The present study examined the ability of multiple image features derived from unmanned aerial vehicle (UAV) RGB images for winter wheat N s...

  • Article
  • Open Access
19 Citations
4,920 Views
16 Pages

26 December 2019

Compared to conventional laboratory testing methods, crop nitrogen estimation methods based on canopy spectral characteristics have advantages in terms of timeliness, cost, and practicality. A variety of rapid and non-destructive estimation methods b...

  • Article
  • Open Access
125 Citations
12,791 Views
22 Pages

Satellite Remote Sensing-Based In-Season Diagnosis of Rice Nitrogen Status in Northeast China

  • Shanyu Huang,
  • Yuxin Miao,
  • Guangming Zhao,
  • Fei Yuan,
  • Xiaobo Ma,
  • Chuanxiang Tan,
  • Weifeng Yu,
  • Martin L. Gnyp,
  • Victoria I.S. Lenz-Wiedemann and
  • Georg Bareth
  • + 1 author

18 August 2015

Rice farming in Northeast China is crucially important for China’s food security and sustainable development. A key challenge is how to optimize nitrogen (N) management to ensure high yield production while improving N use efficiency and protecting t...

  • Article
  • Open Access
4 Citations
1,274 Views
24 Pages

5 July 2025

The petiole nitrate–nitrogen concentration (PNNC) has been an industry standard indicator for in-season potato (Solanum tuberosum L.) nitrogen (N) status diagnosis. Leaf sensors can be used to predict the PNNC and other N status indicators non-...

  • Article
  • Open Access
40 Citations
5,158 Views
24 Pages

Use of an Active Canopy Sensor Mounted on an Unmanned Aerial Vehicle to Monitor the Growth and Nitrogen Status of Winter Wheat

  • Jie Jiang,
  • Zeyu Zhang,
  • Qiang Cao,
  • Yan Liang,
  • Brian Krienke,
  • Yongchao Tian,
  • Yan Zhu,
  • Weixing Cao and
  • Xiaojun Liu

10 November 2020

Using remote sensing to rapidly acquire large-area crop growth information (e.g., shoot biomass, nitrogen status) is an urgent demand for modern crop production; unmanned aerial vehicle (UAV) acts as an effective monitoring platform. In order to impr...

  • Article
  • Open Access
28 Citations
8,410 Views
23 Pages

The Self-Supervised Spectral–Spatial Vision Transformer Network for Accurate Prediction of Wheat Nitrogen Status from UAV Imagery

  • Xin Zhang,
  • Liangxiu Han,
  • Tam Sobeih,
  • Lewis Lappin,
  • Mark A. Lee,
  • Andew Howard and
  • Aron Kisdi

14 March 2022

Nitrogen (N) fertilizer is routinely applied by farmers to increase crop yields. At present, farmers often over-apply N fertilizer in some locations or at certain times because they do not have high-resolution crop N status data. N-use efficiency can...

  • Article
  • Open Access
379 Views
17 Pages

6 April 2026

Accurate monitoring of nitrogen (N) status is critical for precision N management and optimizing the yield and quality of Zanthoxylum armatum var. novemfolius (ZA). However, individual sensors often struggle to simultaneously capture the biochemical...

  • Feature Paper
  • Article
  • Open Access
5 Citations
4,495 Views
20 Pages

Data Mining Nitrogen-Responsive Gene Expression for Source–Sink Relations and Indicators of N Status in Potato

  • Mia T. Parenteau,
  • Hong Gu,
  • Bernie J. Zebarth,
  • Athyna N. Cambouris,
  • Jean Lafond,
  • Alison Nelson,
  • Judith Nyiraneza,
  • Charlotte Davidson,
  • Martin Lagüe and
  • Helen H. Tai
  • + 2 authors

21 October 2020

Potato tuber yields depend on nitrogen (N) supply, which affects source–sink relations. Transcriptome sequencing of the foliar source using a single field trial identified gene expression responsive to 180 kg N ha−1. The expression of N-r...

  • Article
  • Open Access
12 Citations
3,541 Views
13 Pages

Evaluating Critical Nitrogen Dilution Curves for Assessing Maize Nitrogen Status across the US Midwest

  • Hui Shao,
  • Yuxin Miao,
  • Fabián G. Fernández,
  • Newell R. Kitchen,
  • Curtis J. Ransom,
  • James J. Camberato,
  • Paul R. Carter,
  • Richard B. Ferguson,
  • David W. Franzen and
  • John F. Shanahan
  • + 3 authors

23 July 2023

Plant N concentration (PNC) has been commonly used to guide farmers in assessing maize (Zea mays L.) N status and making in-season N fertilization decisions. However, PNC varies based on the development stage. Therefore, a relationship between biomas...

  • Article
  • Open Access
49 Citations
5,743 Views
23 Pages

In-Season Diagnosis of Winter Wheat Nitrogen Status in Smallholder Farmer Fields Across a Village Using Unmanned Aerial Vehicle-Based Remote Sensing

  • Zhichao Chen,
  • Yuxin Miao,
  • Junjun Lu,
  • Lan Zhou,
  • Yue Li,
  • Hongyan Zhang,
  • Weidong Lou,
  • Zheng Zhang,
  • Krzysztof Kusnierek and
  • Changhua Liu

9 October 2019

Improving nitrogen (N) management of small-scale farming systems in developing countries is crucially important for food security and sustainable development of world agriculture, but it is also very challenging. The N Nutrition Index (NNI) is a reli...

  • Article
  • Open Access
7 Citations
2,815 Views
16 Pages

Evaluation of the Effect of Conventional and Stabilized Nitrogen Fertilizers on the Nutritional Status of Several Maize Cultivars (Zea mays L.) in Critical Growth Stages Using Plant Analysis

  • Piotr Szulc,
  • Daniel Krauklis,
  • Katarzyna Ambroży-Deręgowska,
  • Barbara Wróbel,
  • Waldemar Zielewicz,
  • Gniewko Niedbała,
  • Przemysław Kardasz and
  • Mohsen Niazian

6 February 2023

The study presents the results of a three year field trial aimed at assessing the nutritional status of maize in critical growth stages by means of a plant analysis in the cultivation of three maize cultivars differing in their agronomic and genetic...

  • Article
  • Open Access
3 Citations
2,365 Views
18 Pages

Effect of Foliar Application of Nitrogen-Fixing Microorganisms and Algae Extracts on Nutritional Status and Yield of Hazelnut and Walnut Trees

  • Margarida Arrobas,
  • João Roque,
  • Sandra Martins,
  • Cátia Brito,
  • Carlos Manuel Correia and
  • Manuel Ângelo Rodrigues

This study presents the results of two on-farm trials evaluating the efficacy of a nitrogen (N)-fixing inoculant (Methylobacterium symbioticum) applied as a foliar spray to provide N to hazelnut (Corylus avellana L.) and walnut (Juglans regia L.) tre...

  • Article
  • Open Access
6 Citations
4,124 Views
19 Pages

Improving Nitrogen Status Estimation in Malting Barley Based on Hyperspectral Reflectance and Artificial Neural Networks

  • Karel Klem,
  • Jan Křen,
  • Ján Šimor,
  • Daniel Kováč,
  • Petr Holub,
  • Petr Míša,
  • Ilona Svobodová,
  • Vojtěch Lukas,
  • Petr Lukeš and
  • Otmar Urban
  • + 1 author

20 December 2021

Malting barley requires sensitive methods for N status estimation during the vegetation period, as inadequate N nutrition can significantly limit yield formation, while overfertilization often leads to an increase in grain protein content above the l...

  • Article
  • Open Access
2 Citations
1,997 Views
16 Pages

28 May 2025

Based on a 2-year in situ nitrogen fertilization experiment, this study aims to establish a critical nitrogen concentration (CNC) dilution curve model for cotton under straw incorporation, analyze the effects of the nitrogen application rate on the c...

  • Review
  • Open Access
39 Citations
7,820 Views
13 Pages

Role of Aquaporins in Determining Carbon and Nitrogen Status in Higher Plants

  • Limin Gao,
  • Zhifeng Lu,
  • Lei Ding,
  • Junjie Guo,
  • Min Wang,
  • Ning Ling,
  • Shiwei Guo and
  • Qirong Shen

Aquaporins (AQPs) are integral membrane proteins facilitating the transport of water and some small neutral molecules across cell membranes. In past years, much effort has been made to reveal the location of AQPs as well as their function in water tr...

  • Article
  • Open Access
8 Citations
2,758 Views
15 Pages

17 January 2024

In order to provide a theoretical basis for the rational application of nitrogen fertilizer for tomatoes under aerated drip irrigation, a model of the critical nitrogen dilution curve was established in this study, and the feasibility of the nitrogen...

  • Article
  • Open Access
11 Citations
6,175 Views
14 Pages

Low-Cost Multispectral Sensor Array for Determining Leaf Nitrogen Status

  • Mohammad Habibullah,
  • Mohammad Reza Mohebian,
  • Raju Soolanayakanahally,
  • Ali Newaz Bahar,
  • Sally Vail,
  • Khan A. Wahid and
  • Anh Dinh

25 August 2020

A crop’s health can be determined by its leaf nutrient status; more precisely, leaf nitrogen (N) level, is a critical indicator that carries a lot of worthwhile nutrient information for classifying the plant’s health. However, the existin...

  • Article
  • Open Access
177 Citations
17,475 Views
17 Pages

Nitrogen Status Assessment for Variable Rate Fertilization in Maize through Hyperspectral Imagery

  • Chiara Cilia,
  • Cinzia Panigada,
  • Micol Rossini,
  • Michele Meroni,
  • Lorenzo Busetto,
  • Stefano Amaducci,
  • Mirco Boschetti,
  • Valentina Picchi and
  • Roberto Colombo

18 July 2014

This paper presents a method for mapping the nitrogen (N) status in a maize field using hyperspectral remote sensing imagery. An airborne survey was conducted with an AISA Eagle hyperspectral sensor over an experimental farm where maize (Zea mays L.)...

  • Feature Paper
  • Article
  • Open Access
41 Citations
5,060 Views
23 Pages

Influence of Soil Properties on Maize and Wheat Nitrogen Status Assessment from Sentinel-2 Data

  • Alberto Crema,
  • Mirco Boschetti,
  • Francesco Nutini,
  • Donato Cillis and
  • Raffaele Casa

8 July 2020

Soil properties variability is a factor that greatly influences cereals crops production and interacts with a proper assessment of crop nutritional status, which is fundamental to support site-specific management able to guarantee a sustainable crop...

  • Review
  • Open Access
518 Citations
35,750 Views
21 Pages

A Review of Methods for Sensing the Nitrogen Status in Plants: Advantages, Disadvantages and Recent Advances

  • Rafael F. Muñoz-Huerta,
  • Ramon G. Guevara-Gonzalez,
  • Luis M. Contreras-Medina,
  • Irineo Torres-Pacheco,
  • Juan Prado-Olivarez and
  • Rosalia V. Ocampo-Velazquez

16 August 2013

Nitrogen (N) plays a key role in the plant life cycle. It is the main plant mineral nutrient needed for chlorophyll production and other plant cell components (proteins, nucleic acids, amino acids). Crop yield is affected by plant N status. Thus, the...

  • Article
  • Open Access
13 Citations
3,122 Views
17 Pages

Improving Nitrogen Status Diagnosis and Recommendation of Maize Using UAV Remote Sensing Data

  • Jiaxing Liang,
  • Wei Ren,
  • Xiaoyang Liu,
  • Hainie Zha,
  • Xian Wu,
  • Chunkang He,
  • Junli Sun,
  • Mimi Zhu,
  • Guohua Mi and
  • Qingchun Pan
  • + 2 authors

27 July 2023

Effective in-season crop nitrogen (N) status diagnosis is important for precision crop N management, and remote sensing using an unmanned aerial vehicle (UAV) is one efficient means of conducting crop N nutrient diagnosis. Here, field experiments wer...

  • Article
  • Open Access
26 Citations
4,879 Views
20 Pages

Assessing the Reliability of Thermal and Optical Imaging Techniques for Detecting Crop Water Status under Different Nitrogen Levels

  • Daniele Masseroni,
  • Bianca Ortuani,
  • Martina Corti,
  • Pietro Marino Gallina,
  • Giacomo Cocetta,
  • Antonio Ferrante and
  • Arianna Facchi

30 August 2017

Efficient management of irrigation water is fundamental in agriculture to reduce the environmental impacts and to increase the sustainability of crop production. The availability of adequate tools and methodologies to easily identify the crop water s...

  • Article
  • Open Access
5 Citations
2,934 Views
15 Pages

Projected Elevated [CO2] and Warming Result in Overestimation of SPAD-Based Rice Leaf Nitrogen Status for Nitrogen Management

  • Ye Tao,
  • Jishuang Zhang,
  • Lian Song,
  • Chuang Cai,
  • Dongming Wang,
  • Wei Wei,
  • Xinyue Gu,
  • Xiong Yang and
  • Chunwu Zhu

27 November 2021

Nitrogen (N) has a unique place in agricultural systems with large requirements. To achieve optimal nitrogen management that meets the needs of agricultural systems without causing potential environmental risks, it is of great significance to increas...

  • Article
  • Open Access
34 Citations
6,868 Views
17 Pages

17 December 2022

Contemporary trends in horticulture are aimed at limiting the use of mineral fertilizers to the necessary minimum, which is to guarantee adequate profitability of production while maintaining high-quality fruit and at the same time preventing environ...

  • Article
  • Open Access
246 Views
18 Pages

20 January 2026

In response to the demand for real-time monitoring of the nitrogen nutritional status of peanut populations, this paper proposes a real-time monitoring system for the nitrogen nutritional status of peanut populations based on the YOLOv11 framework an...

  • Article
  • Open Access
411 Views
13 Pages

Nitrogen (N) management is a critical factor influencing growth and physiological performance of vanilla. However, quantitative information on N requirements for Vanilla × tahitensis remains limited. This study evaluated six N application rates...

  • Article
  • Open Access
14 Citations
3,468 Views
12 Pages

Oxidative Status and Antioxidative Response to Fusarium Attack and Different Nitrogen Levels in Winter Wheat Varieties

  • Magdalena Matić,
  • Rosemary Vuković,
  • Karolina Vrandečić,
  • Ivna Štolfa Čamagajevac,
  • Jasenka Ćosić,
  • Ana Vuković,
  • Kristina Sabljić,
  • Nikolina Sabo,
  • Krešimir Dvojković and
  • Dario Novoselović

24 March 2021

Abiotic and biotic stresses, such as mineral nutrition deficiency (especially nitrogen) and Fusarium attack, pose a global threat with devastating impact on wheat yield and quality losses worldwide. This preliminary study aimed to determine the effec...

  • Article
  • Open Access
1,006 Views
25 Pages

Antioxidant Status of Cyanobacteria Strains During Long-Term Cultivation in Nitrogen-Free Media

  • Irina Maltseva,
  • Aleksandr Yakoviichuk,
  • Svetlana Maltseva,
  • Maxim Kulikovskiy and
  • Yevhen Maltsev

10 November 2025

This study examines the antioxidant status of four Nostoc and Desmonostoc strains during long-term cultivation in nitrogen-depleted media. Growth rates, retinol and α-tocopherol content, fatty acid composition, and activities of antioxidant enz...

  • Article
  • Open Access
6 Citations
3,649 Views
12 Pages

5 January 2023

Image technologies have been used for real-time estimation of nitrogen (N) and leaf chlorophyll (Chl) concentrations as well as for photosynthetic properties. The aim of this work was to establish correlations between RGB values and chlorophyll and n...

  • Article
  • Open Access
16 Citations
3,904 Views
15 Pages

A New Approach for Nitrogen Status Monitoring in Potato Plants by Combining RGB Images and SPAD Measurements

  • Huanbo Yang,
  • Yaohua Hu,
  • Zhouzhou Zheng,
  • Yichen Qiao,
  • Bingru Hou and
  • Jun Chen

27 September 2022

Precise nitrogen (N) application ensures the best N status of potato plants to improve crop growth and food quality and to achieve the best N use efficiency. Four N fertilization levels (0, 2, 4 and 6 g N pot−1) were used to establish a critica...

  • Article
  • Open Access
1 Citations
1,481 Views
15 Pages

Diagnosis of Winter Wheat Nitrogen Status Using Unmanned Aerial Vehicle-Based Hyperspectral Remote Sensing

  • Liyang Huangfu,
  • Jundang Jiao,
  • Zhichao Chen,
  • Lixiao Guo,
  • Weidong Lou and
  • Zheng Zhang

11 February 2025

The nitrogen nutrition index (NNI) is a significant agronomic statistic used to assess the nitrogen nutrition status of crops. The use of remote sensing to invert it is crucial for accurately diagnosing and managing nitrogen nutrition in crops during...

  • Article
  • Open Access
480 Views
15 Pages

29 January 2026

Optimising nitrogen (N) management is crucial for improving garlic (Allium sativum L.) productivity and nitrogen use efficiency (NUE). This study evaluated the effects of N application rate on bulb yield, NUE, and the links between N status, Normalis...

  • Article
  • Open Access
1 Citations
487 Views
19 Pages

Monitoring of Summer Maize Growth Status and Nitrogen Based on Field Characteristic Data and UAV Multispectral Technology

  • Zechen Li,
  • Menglei Dai,
  • Xiaodong Yun,
  • Tiantong Jiang,
  • Guangwei Zhang,
  • Jianxin Liu,
  • Zihan Peng,
  • Weiwei Duan,
  • Wenchao Zhen and
  • Limin Gu

Accurate estimation of aboveground dry matter accumulation and plant nitrogen content in summer maize is essential for optimizing both yield and nitrogen-use efficiency. Exclusive reliance on two-dimensional multispectral imagery results in data satu...

  • Feature Paper
  • Article
  • Open Access
1,255 Views
23 Pages

Efficient nitrogen management is key to maximizing production and minimizing the environmental impact of horticultural crops. This study analyses the effect of different doses of nitrogen on the development of broccoli (Brassica oleracea var. italica...

  • Article
  • Open Access
5 Citations
4,010 Views
15 Pages

The Use of Remote Sensing to Determine Nitrogen Status in Perennial Ryegrass (Lolium perenne L.) for Seed Production

  • René Gislum,
  • Stamatios Thomopoulos,
  • Jacob Glerup Gyldengren,
  • Anders Krogh Mortensen and
  • Birte Boelt

9 May 2021

Sufficient nitrogen (N) supply is decisive to achieve high grass seed yields while overfertilization will lead to negative environmental impact. From the literature, estimation of N rates taking into account the crop’s N status and its yield potentia...

  • Communication
  • Open Access
14 Citations
3,161 Views
12 Pages

12 January 2021

The correct fertilization of vegetable crops is commonly determined on the basis of soil and plant costly destructive analyses, demanding more sustainable non-invasive optical detection. Here, we tested the ability of the combined transmittance/fluor...

  • Article
  • Open Access
106 Citations
9,854 Views
27 Pages

23 April 2015

AMT1-3 encodes the high affinity NH4+ transporter in rice roots and is predominantly expressed under nitrogen starvation. In order to evaluate the effect of AMT1-3 gene on rice growth, nitrogen absorption and metabolism, we generated AMT1-3-overexpr...

  • Article
  • Open Access
223 Views
21 Pages

18 April 2026

Exogenous application of plant hormones has been considered a short-term and effective strategy to alleviate deleterious effects of water stress on plants. However, whether exogenous gibberellic acid (GA3) directly enhances nitrogen accumulation and...

  • Article
  • Open Access
19 Citations
7,784 Views
22 Pages

Estimating Cotton Nitrogen Nutrition Status Using Leaf Greenness and Ground Cover Information

  • Farrah Melissa Muharam,
  • Stephen J. Maas,
  • Kevin F. Bronson and
  • Tina Delahunty

29 May 2015

Assessing nitrogen (N) status is important from economic and environmental standpoints. To date, many spectral indices to estimate cotton chlorophyll or N content have been purely developed using statistical analysis approach where they are often sub...

  • Article
  • Open Access
23 Citations
4,770 Views
17 Pages

Evaluation of Three Portable Optical Sensors for Non-Destructive Diagnosis of Nitrogen Status in Winter Wheat

  • Jie Jiang,
  • Cuicun Wang,
  • Hui Wang,
  • Zhaopeng Fu,
  • Qiang Cao,
  • Yongchao Tian,
  • Yan Zhu,
  • Weixing Cao and
  • Xiaojun Liu

19 August 2021

The accurate estimation and timely diagnosis of crop nitrogen (N) status can facilitate in-season fertilizer management. In order to evaluate the performance of three leaf and canopy optical sensors in non-destructively diagnosing winter wheat N stat...

  • Article
  • Open Access
709 Views
20 Pages

Potential of RGB-Derived Vegetation Indices as an Alternative to NIR-Based Vegetation Indices to Monitor Nitrogen Status in Maize

  • Mohammad Mhaidat,
  • Iván González-Pérez,
  • José Ramón Rodríguez-Pérez,
  • Jesús P. Val-Aguasca and
  • Enoc Sanz-Ablanedo

6 February 2026

Unmanned aerial vehicles (UAVs) are increasingly used for crop monitoring, but their widespread adoption is limited since they often rely on non-standard specialized cameras equipped with near-infrared (NIR) sensors. More affordable and scalable crop...

  • Article
  • Open Access
39 Citations
8,134 Views
17 Pages

Evaluating Two Crop Circle Active Canopy Sensors for In-Season Diagnosis of Winter Wheat Nitrogen Status

  • Qiang Cao,
  • Yuxin Miao,
  • Jianning Shen,
  • Fei Yuan,
  • Shanshan Cheng and
  • Zhenling Cui

21 September 2018

Active crop canopy sensors can be used for non-destructive real-time diagnosis of crop nitrogen (N) status and guiding in-season N management. However, limited studies have compared the performances of two commercially available sensors with three di...

  • Article
  • Open Access
86 Citations
9,349 Views
23 Pages

Potential of RapidEye and WorldView-2 Satellite Data for Improving Rice Nitrogen Status Monitoring at Different Growth Stages

  • Shanyu Huang,
  • Yuxin Miao,
  • Fei Yuan,
  • Martin L. Gnyp,
  • Yinkun Yao,
  • Qiang Cao,
  • Hongye Wang,
  • Victoria I. S. Lenz-Wiedemann and
  • Georg Bareth

4 March 2017

For in-season site-specific nitrogen (N) management of rice to be successful, it is crucially important to diagnose rice N status efficiently across large areas within a short time frame. In recent studies, the FORMOSAT-2 satellite images with tradit...

  • Article
  • Open Access
16 Citations
3,533 Views
17 Pages

Comparative Performance of Aerial RGB vs. Ground Hyperspectral Indices for Evaluating Water and Nitrogen Status in Sweet Maize

  • Milica Colovic,
  • Anna Maria Stellacci,
  • Nada Mzid,
  • Martina Di Venosa,
  • Mladen Todorovic,
  • Vito Cantore and
  • Rossella Albrizio

11 March 2024

This study analyzed the capability of aerial RGB (red-green-blue) and hyperspectral-derived vegetation indices to assess the response of sweet maize (Zea mays var. saccharata L.) to different water and nitrogen inputs. A field experiment was carried...

  • Article
  • Open Access
3 Citations
932 Views
17 Pages

Using Machine Learning and RGB Images to Assess Nitrogen and Potassium Status in Sorghum (Sorghum bicolor L.) Under Field Conditions

  • Guilherme Augusto Martins,
  • Murilo Mesquita Baesso,
  • Fernanda de Fátima da Silva Devechio,
  • Adriano Rogério Bruno Tech,
  • Jamile Raquel Regazzo,
  • Carlos Eduardo Nunes Ricci and
  • Murilo de Lima Leão

Sorghum (Sorghum bicolor L.) is a resilient crop with high relevance in tropical and semi-arid regions, where nutritional deficiencies, particularly of nitrogen (N) and potassium (K), limit yield. This study evaluated the potential of RGB imagery com...

  • Feature Paper
  • Review
  • Open Access
90 Citations
6,321 Views
18 Pages

2 October 2020

Due to the asymptotic nature of the crop yield response curve to fertilizer N supply, the nitrogen use efficiency (NUE, yield per unit of fertilizer applied) of crops declines as the crop N nutrition becomes less limiting. Therefore, it is difficult...

of 27