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80 Results Found

  • Article
  • Open Access
86 Citations
19,773 Views
17 Pages

Evaluation of the Methods for Estimating Leaf Chlorophyll Content with SPAD Chlorophyll Meters

  • Runfei Zhang,
  • Peiqi Yang,
  • Shouyang Liu,
  • Caihong Wang and
  • Jing Liu

14 October 2022

Leaf chlorophyll content (LCC) is an indicator of leaf photosynthetic capacity. It is crucial for improving the understanding of plant physiological status. SPAD meters are routinely used to provide an instantaneous estimation of in situ LCC. However...

  • Article
  • Open Access
1 Citations
1,073 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
20 Citations
9,012 Views
26 Pages

Design and Implementation of a Low-Cost Chlorophyll Content Meter

  • Zacharias Kamarianakis and
  • Spyros Panagiotakis

1 March 2023

Chlorophyll meters are portable devices used to assess and improve plants’ nitrogen management and to help farmers in the determination of the health condition of plants through leaf greenness measurements. These optical electronic instruments...

  • Article
  • Open Access
13 Citations
3,011 Views
20 Pages

Co-Implementation of Tillage, Precision Nitrogen, and Water Management Enhances Water Productivity, Economic Returns, and Energy-Use Efficiency of Direct-Seeded Rice

  • Vijay Pratap,
  • Anchal Dass,
  • Shiva Dhar,
  • Subhash Babu,
  • Vinod Kumar Singh,
  • Raj Singh,
  • Prameela Krishnan,
  • Susama Sudhishri,
  • Arti Bhatia and
  • Aye Aye San
  • + 7 authors

7 September 2022

The sustainability of conventional rice (Oryza sativa L.) production systems is often questioned due to the over-mining of groundwater and environmental degradation. This has led to the development of cost-effective, resource-efficient, and environme...

  • Article
  • Open Access
4 Citations
1,845 Views
15 Pages

17 July 2023

Knowledge of the influence of different drought durations during the terminal growth stages on net photosynthetic rate (Pn), transpiration rate (Tr), transpiration efficiency (TE), and tuber fresh weight (economic yield) is relatively limited in Jeru...

  • Feature Paper
  • Article
  • Open Access
7 Citations
3,242 Views
11 Pages

Reducing fertilizer costs and ensuring environmental sustainability are critical issues given the challenges posed by nutrient run-off. The use of smart technologies such as optical sensors is essential in achieving these goals. This study was conduc...

  • Article
  • Open Access
89 Citations
12,731 Views
14 Pages

Nitrogen Concentration Estimation in Tomato Leaves by VIS-NIR Non-Destructive Spectroscopy

  • Valentina Ulissi,
  • Francesca Antonucci,
  • Paolo Benincasa,
  • Michela Farneselli,
  • Giacomo Tosti,
  • Marcello Guiducci,
  • Francesco Tei,
  • Corrado Costa,
  • Federico Pallottino and
  • Paolo Menesatti
  • + 1 author

16 June 2011

Nitrogen concentration in plants is normally determined by expensive and time consuming chemical analyses. As an alternative, chlorophyll meter readings and N-NO3 concentration determination in petiole sap were proposed, but these assays are not alwa...

  • Article
  • Open Access
3 Citations
2,612 Views
20 Pages

The Effect of Foliar Zinc Application on the Leaf Chlorophyll Concentrations and Grain Yields of the Winter Wheat (Triticum aestivum L.) in the Field Experiments of Two Seasons

  • Katalin Irmes,
  • István Kristó,
  • Lajos Szentpéteri,
  • Attila Rácz,
  • Marianna Vályi-Nagy,
  • Mária Katalin Kassai,
  • Klára Veresné Valentinyi and
  • Melinda Tar

19 June 2023

This research examined the effectiveness of zinc foliar fertilizers. Two winter wheat varieties, GK Pilis and Zvezdana, were tested in a Zn-limited meadow chernozem soil. Crop yields and chlorophyll concentrations of the leaves were examined in the g...

  • Article
  • Open Access
56 Citations
10,112 Views
18 Pages

3 March 2020

Soil addition with organic amendments is an issue that receives growing attention in the agricultural sector. However, the effects of such materials on plant growth and crop yield are highly variable in the literature. This study aims to evaluate the...

  • Review
  • Open Access
64 Citations
7,515 Views
21 Pages

19 February 2020

To produce enough food, smallholder farmers in developing countries apply fertilizer nitrogen (N) to cereals, sometimes even more than the local recommendations. During the last two decades, hand-held chlorophyll meters and canopy reflectance sensors...

  • Article
  • Open Access
1 Citations
2,475 Views
17 Pages

12 August 2022

In agriculture, efforts are being made to reduce pesticides and fertilizers because of the possible negative environmental impacts, high costs, political requirements, and declining social acceptance. With precision farming, significant savings can b...

  • Article
  • Open Access
5 Citations
3,710 Views
7 Pages

28 November 2019

Heat stress limits the growth, development, and yield of crop plants when it occurs during short or long periods of time. An experiment was conducted with the objectives of (i) evaluating the cell membrane thermostability (CMT) as an indicator of hea...

  • Article
  • Open Access
40 Citations
6,069 Views
19 Pages

A Comparative Assessment of Measures of Leaf Nitrogen in Rice Using Two Leaf-Clip Meters

  • Ke Zhang,
  • Xiaojun Liu,
  • Yong Ma,
  • Rui Zhang,
  • Qiang Cao,
  • Yan Zhu,
  • Weixing Cao and
  • Yongchao Tian

27 December 2019

Accurate estimation and monitoring of crop nitrogen can assist in timely diagnosis and facilitate necessary technical support for fertilizer management. Four experiments, involving three cultivars and six nitrogen (N) treatments, were conducted in so...

  • Article
  • Open Access
4 Citations
6,121 Views
12 Pages

2 June 2017

Rice leaves display lateral asymmetry around the midrib, and the narrow side exhibits higher leaf area-based nitrogen concentration (Na) and soil plant analysis development (SPAD) values than the wider side. However, the difference in the relationshi...

  • Article
  • Open Access
17 Citations
5,113 Views
10 Pages

28 June 2021

Nitrogen fertilizer recommendations for corn (Zea mays L.) should ensure high yields using adequate N doses. Soil–plant analysis development (SPAD) meter technology using absolute SPAD values, might be more reliable than relative SPAD values in helpi...

  • Article
  • Open Access
6 Citations
5,347 Views
17 Pages

Photosynthetic pigments are fundamental for plant photosynthesis and play an important role in plant growth. Currently, the frequently used method for measuring photosynthetic pigments is spectrophotometry. Additionally, the SPAD-502 chlorophyll mete...

  • Article
  • Open Access
3 Citations
1,614 Views
18 Pages

Estimating Rice SPAD Values via Multi-Sensor Data Fusion of Multispectral and RGB Cameras Using Machine Learning with a Phenotyping Robot

  • Miao Su,
  • Weixing Cao,
  • Shaoyang Luo,
  • Yaze Yun,
  • Guangzheng Zhang,
  • Yan Zhu,
  • Xia Yao and
  • Dong Zhou

3 September 2025

Chlorophyll is crucial for crop photosynthesis and useful for monitoring crop growth and predicting yield. Its content can be indicated by SPAD meter readings. However, SPAD-based monitoring of rice is time- and labor-intensive, whereas remote sensin...

  • Article
  • Open Access
3 Citations
2,779 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
24 Citations
5,377 Views
20 Pages

The Use of Chlorophyll Meters to Assess Crop N Status and Derivation of Sufficiency Values for Sweet Pepper

  • Romina de Souza,
  • M. Teresa Peña-Fleitas,
  • Rodney B. Thompson,
  • Marisa Gallardo,
  • Rafael Grasso and
  • Francisco M. Padilla

4 July 2019

Chlorophyll meters are promising tools for improving the nitrogen (N) management of vegetable crops. To facilitate on-farm use of these meters, sufficiency values that identify deficient and sufficient crop N status are required. This work evaluated...

  • Article
  • Open Access
1,733 Views
20 Pages

31 May 2024

This study aimed to streamline the determination of chlorophyll content in Cunninghamia lanceolate while achieving precise measurements of canopy chlorophyll content. Relative chlorophyll content (SPAD) in the Cunninghamia lanceolate canopy were asse...

  • Article
  • Open Access
3 Citations
1,330 Views
13 Pages

Assessment of Spring Oat Nitrogen Supply Based on Plant Sap Nitrate Concentration and SPAD Values

  • Rita Kremper,
  • Evelin Kármen Juhász,
  • Tibor Novák,
  • Ida Kincses,
  • Zsolt Sándor,
  • Magdolna Tállai,
  • Áron Béni,
  • Anita Szabó,
  • Szabolcs Szarvas and
  • Andrea Balla Kovács

The development of critical levels for sap nitrate and chlorophyll meter reading (SPAD test) in the case of various crops is of great importance for growers in characterizing a plant’s N status. A field experiment with spring oat (Avena sativa...

  • Article
  • Open Access
57 Citations
7,231 Views
16 Pages

10 January 2023

Relative chlorophyll content (SPAD) is an important index for characterizing the nitrogen nutrient status of plants. Continuous, rapid, nondestructive, and accurate estimation of SPAD values in wheat after heading stage can positively impact subseque...

  • Article
  • Open Access
3 Citations
2,336 Views
19 Pages

10 May 2023

To produce high-quality crops, not only excellent cultivation techniques but also accurate nutrient management techniques are important. In recent years, many nondestructive tools such as the chlorophyll meter “SPAD” and the leaf nitrogen...

  • Article
  • Open Access
5 Citations
1,864 Views
12 Pages

Classification of the Nutritional Status of Peach Trees Using Indexes from Hyperspectral Images

  • Lourdes Lleó,
  • Pilar Barreiro,
  • Victoria Lafuente,
  • Natalia Hernández-Sánchez and
  • Jesús Val

27 October 2023

This paper presents a procedure for the comparison of two technologies developed to classify peach trees according to their nutritional status. The first technology uses the leaf SPAD-502 meter value to characterize tree classes as indicated by agron...

  • Article
  • Open Access
69 Citations
8,123 Views
16 Pages

23 February 2019

Wheat stripe rust is one of the most important and devastating diseases in wheat production. In order to detect wheat stripe rust at an early stage, a visual detection method based on hyperspectral imaging is proposed in this paper. Hyperspectral ima...

  • Article
  • Open Access
433 Views
19 Pages

5 December 2025

Chlorophyll content is a key physiological indicator reflecting photosynthetic capacity, and the Soil–Plant Analysis Development (SPAD) meter is a commonly used tool for its rapid and non-destructive estimation. Hyperspectral imaging (HSI) is a...

  • Article
  • Open Access
19 Citations
4,515 Views
20 Pages

Effect of Cultivar on Chlorophyll Meter and Canopy Reflectance Measurements in Cucumber

  • Romina de Souza,
  • Rafael Grasso,
  • M. Teresa Peña-Fleitas,
  • Marisa Gallardo,
  • Rodney B. Thompson and
  • Francisco M. Padilla

16 January 2020

Optical sensors can be used to assess crop N status to assist with N fertilizer management. Differences between cultivars may affect optical sensor measurement. Cultivar effects on measurements made with the SPAD-502 (Soil Plant Analysis Development)...

  • Article
  • Open Access
17 Citations
3,341 Views
17 Pages

Pilot Cultivation of the Local Endemic Cretan Marjoram Origanum microphyllum (Benth.) Vogel (Lamiaceae): Effect of Fertilizers on Growth and Herbal Quality Features

  • Dimitrios Fanourakis,
  • Konstantinos Paschalidis,
  • Georgios Tsaniklidis,
  • Vasileios A. Tzanakakis,
  • Fotis Bilias,
  • Eftihia Samara,
  • Eleftheria Liapaki,
  • Manal Jouini,
  • Ioannis Ipsilantis and
  • Nikos Krigas
  • + 3 authors

30 December 2021

Wild phytogenetic resources are threatened by overexploitation. This pressure on species and natural ecosystems can be alleviated in part by recruiting and domesticating wild-growing species under pilot cultivation with tailor-made fertilization sche...

  • Article
  • Open Access
12 Citations
5,824 Views
16 Pages

Monitoring Optical Tool to Determine the Chlorophyll Concentration in Ornamental Plants

  • Rafael Jiménez-Lao,
  • Pedro Garcia-Caparros,
  • Mónica Pérez-Saiz,
  • Alfonso Llanderal and
  • María Teresa Lao

30 October 2021

The accurate estimation of leaf photosynthetic pigments concentration is crucial to check the plant´s health. Traditional methods of measuring photosynthetic pigments involve complex procedures of solvent extraction followed by spectrophotometric det...

  • Review
  • Open Access
15 Citations
5,167 Views
29 Pages

27 September 2024

The efficient management of nitrogen (N) on a site-specific basis is critical for the improvement of crop yield and the reduction of environmental impacts. This review examines the application of three primary technologies—canopy reflectance se...

  • Article
  • Open Access
18 Citations
4,712 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
6 Citations
1,431 Views
24 Pages

Estimation of Canopy Chlorophyll Content of Apple Trees Based on UAV Multispectral Remote Sensing Images

  • Juxia Wang,
  • Yu Zhang,
  • Fei Han,
  • Zhenpeng Shi,
  • Fu Zhao,
  • Fengzi Zhang,
  • Weizheng Pan,
  • Zhiyong Zhang and
  • Qingliang Cui

The chlorophyll content is an important index reflecting the growth status and nutritional level of plants. The rapid, accurate and nondestructive monitoring of the SPAD content of apple trees can provide a basis for large-scale monitoring and scient...

  • Feature Paper
  • Article
  • Open Access
3 Citations
1,984 Views
14 Pages

Non-Invasive Detection of Nitrogen Deficiency in Cannabis sativa Using Hand-Held Raman Spectroscopy

  • Graham Antoszewski,
  • James F. Guenther,
  • John K. Roberts,
  • Mickal Adler,
  • Michael Dalle Molle,
  • Nicholas S. Kaczmar,
  • William B. Miller,
  • Neil S. Mattson and
  • Heather Grab

16 October 2024

Proper crop management requires rapid detection methods for abiotic and biotic stresses to ensure plant health and yield. Hemp (Cannabis sativa L.) is an emerging economically and environmentally sustainable crop capable of yielding high biomass. Nit...

  • Article
  • Open Access
88 Citations
12,106 Views
20 Pages

Assessment of Portable Chlorophyll Meters for Measuring Crop Leaf Chlorophyll Concentration

  • Taifeng Dong,
  • Jiali Shang,
  • Jing M. Chen,
  • Jiangui Liu,
  • Budong Qian,
  • Baoluo Ma,
  • Malcolm J. Morrison,
  • Chao Zhang,
  • Yupeng Liu and
  • Guisheng Zhou
  • + 2 authors

19 November 2019

Accurate measurement of leaf chlorophyll concentration (LChl) in the field using a portable chlorophyll meter (PCM) is crucial to support methodology development for mapping the spatiotemporal variability of crop nitrogen status using remote sensing....

  • Article
  • Open Access
28 Citations
5,556 Views
17 Pages

Accentuating the Role of Nitrogen to Phosphorus Ratio on the Growth and Yield of Wheat Crop

  • Maria Mussarat,
  • Muhammad Shair,
  • Dost Muhammad,
  • Ishaq Ahmad Mian,
  • Shadman Khan,
  • Muhammad Adnan,
  • Shah Fahad,
  • Eldessoky S. Dessoky,
  • Ayman EL Sabagh and
  • Farmanullah Khan
  • + 8 authors

19 February 2021

Nitrogen (N) and Phosphorus (P) deficiency is a major yield limiting factor across the globe and their proper management plays a vital role in optimizing crop yield. This field experiment was conducted to assess the impact of soil and plant nitrogen...

  • Article
  • Open Access
118 Citations
13,898 Views
12 Pages

Optical Method for Estimating the Chlorophyll Contents in Plant Leaves

  • Madaín Pérez-Patricio,
  • Jorge Luis Camas-Anzueto,
  • Avisaí Sanchez-Alegría,
  • Abiel Aguilar-González,
  • Federico Gutiérrez-Miceli,
  • Elías Escobar-Gómez,
  • Yvon Voisin,
  • Carlos Rios-Rojas and
  • Ruben Grajales-Coutiño

22 February 2018

This work introduces a new vision-based approach for estimating chlorophyll contents in a plant leaf using reflectance and transmittance as base parameters. Images of the top and underside of the leaf are captured. To estimate the base parameters (re...

  • Article
  • Open Access
1 Citations
1,069 Views
25 Pages

22 June 2025

Thrips flavus (Thysanoptera: Thripidae) is a Eurasian pest that primarily attacks a variety of cash crops such as soybean. Currently, there is insufficient knowledge of thrips-resistance mechanisms in soybeans and a lack of effective thrips-resistant...

  • Article
  • Open Access
913 Views
12 Pages

5 June 2025

Leaf chlorophyll content is an important indicator of the health status of pear trees. This study used Korla fragrant pears, a Xinjiang regional product, to investigate methods for estimating the relative chlorophyll content of pear leaves. Samples w...

  • Article
  • Open Access
3 Citations
1,821 Views
15 Pages

Integrated Nutrient Management Boosts Inflorescence Biomass and Antioxidant Profile of Carlina diae (Asteraceae)—An Endangered Local Endemic Plant of Crete with Medicinal and Ornamental Value

  • Konstantinos Paschalidis,
  • Dimitrios Fanourakis,
  • Georgios Tsaniklidis,
  • Ioannis Tsichlas,
  • Vasileios A. Tzanakakis,
  • Fotis Bilias,
  • Eftihia Samara,
  • Ioannis Ipsilantis,
  • Katerina Grigoriadou and
  • Georgios Tsoktouridis
  • + 2 authors

Due to the combined climate and biodiversity crisis, the sustainable utilization of phytogenetic resources stands as a one-way alternative, while nutrient management strategies are gaining an increasing role in agriculture. Building on previous studi...

  • Article
  • Open Access
1 Citations
3,201 Views
21 Pages

A Polysaccharide-Based Integrated Nutrient Management System Enhances the Antioxidant Properties in Origanum dictamnus (Lamiaceae), a Valuable Local Endemic Plant of Crete

  • Konstantinos Paschalidis,
  • Dimitrios Fanourakis,
  • Georgios Tsaniklidis,
  • Vasileios A. Tzanakakis,
  • Ioanna Kardamaki,
  • Fotis Bilias,
  • Eftihia Samara,
  • Ioannis Ipsilantis,
  • Katerina Grigoriadou and
  • Nikos Krigas
  • + 2 authors

Origanum dictamnus L. (Lamiaceae), a local endemic plant of Crete (Greece), creates polysaccharide-containing subcuticular compartments presenting biological activity against phytopathogenic fungi, and, among others, significantly affects the fungal...

  • Article
  • Open Access
8 Citations
3,425 Views
19 Pages

5 March 2021

Ground and aerial-based high throughput phenotyping platforms (HTPPs) to evaluate chlorophyll-related traits have been utilized to predict grain yield in crops including wheat (Triticum aestivum L.). This study evaluated chlorophyll-related and other...

  • Article
  • Open Access
29 Citations
6,169 Views
19 Pages

2 April 2018

Vegetation indices (VIs) derived from active or passive sensors have been used for maize growth monitoring and real-time nitrogen (N) management at field scale. In the present multilocation two-year study, multispectral VIs (green- and red-based), ch...

  • Article
  • Open Access
12 Citations
4,932 Views
16 Pages

LeafScope: A Portable High-Resolution Multispectral Imager for In Vivo Imaging Soybean Leaf

  • Liangju Wang,
  • Yunhong Duan,
  • Libo Zhang,
  • Jialei Wang,
  • Yikai Li and
  • Jian Jin

13 April 2020

Portable devices for measuring plant physiological features with their isolated measuring chamber are playing an increasingly important role in plant phenotyping. However, currently available commercial devices of this type, such as soil plant analys...

  • Technical Note
  • Open Access
36 Citations
7,819 Views
16 Pages

10 March 2018

Improving the speed and accuracy of chlorophyll (Ch1) content prediction in different light areas of apple trees is a central priority for understanding the growth response to light intensity and in turn increasing the primary production of apples. I...

  • Article
  • Open Access
14 Citations
4,400 Views
15 Pages

18 September 2020

Limited information is available regarding the physiology of squash plants grown under waterlogging stress. The objectives of this study were to investigate the growth and physiological performances of three cucurbit species, Cucurbita maxima cultiva...

  • Article
  • Open Access
12 Citations
5,272 Views
16 Pages

Effect of Rice Residue Retention and Foliar Application of K on Water Productivity and Profitability of Wheat in North West India

  • Raj Pal Meena,
  • Karnam Venkatesh,
  • Rinki Khobra,
  • S. C. Tripathi,
  • Kailash Prajapat,
  • R. K. Sharma and
  • G. P. Singh

21 March 2020

The rice–wheat cropping system being the backbone of food security in South-Asia has resulted in soil health deterioration, declining water table, and air pollution affecting livability index of the region. The effect of rice residue retention...

  • Article
  • Open Access
1 Citations
598 Views
22 Pages

A Multi-Feature Estimation Model for Olive Canopy Chlorophyll Combining XGBoost with UAV Imagery

  • Weiyu Zhuang,
  • Dong Li,
  • Weili Kou,
  • Ning Lu,
  • Fan Wu,
  • Shixian Sun and
  • Zhefeng Liu

26 November 2025

Olive (Olea europaea L.) is an important woody oil crop worldwide, and accurate estimation of leaf chlorophyll content is critical for assessing nutritional status, photosynthetic capacity, and precision crop management. Unmanned aerial vehicle (UAV)...

  • Proceeding Paper
  • Open Access
1 Citations
1,613 Views
6 Pages

The prevalence of iron deficiency in upland rice under alkalinity stress is capable of constraining its production. This investigation aimed to explicate the physiological basis of iron deficiency tolerance in some upland rice genotypes. Eighty uplan...

  • Proceeding Paper
  • Open Access
6 Citations
5,183 Views
11 Pages

Weed Detection in Rice Fields Using UAV and Multispectral Aerial Imagery

  • Rhushalshafira Rosle,
  • Nursyazyla Sulaiman,
  • Nik Norasma Che′Ya,
  • Mohd Firdaus Mohd Radzi,
  • Mohamad Husni Omar,
  • Zulkarami Berahim,
  • Wan Fazilah Fazlil Ilahi,
  • Jasmin Arif Shah and
  • Mohd Razi Ismail

Weeds are plants that compete for nutrients, space, and light and exert many harmful effects by reducing the quality and quantity of crops if the weed population is uncontrolled. The direct yield loss has been estimated to be within the range of 16&n...

  • Article
  • Open Access
12 Citations
3,284 Views
19 Pages

Supporting Physiological Trait for Indirect Selection for Grain Yield in Drought-Stressed Popcorn

  • Samuel Henrique Kamphorst,
  • Gabriel Moreno Bernardo Gonçalves,
  • Antônio Teixeira do Amaral Júnior,
  • Valter Jário de Lima,
  • Kátia Fabiane Medeiros Schmitt,
  • Jhean Torres Leite,
  • Valdinei Cruz Azeredo,
  • Letícia Peixoto Gomes,
  • José Gabriel de Souza Silva and
  • Eliemar Campostrini
  • + 3 authors

23 July 2021

The identification of traits associated with drought tolerance in popcorn is a contribution to support selection of superior plants under soil water deficit. The objective of this study was to choose morphological traits and the leaf greenness index,...

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