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1,361 Results Found

  • Feature Paper
  • Review
  • Open Access
31 Citations
8,598 Views
14 Pages

Smart Farming Tool for Monitoring Nutrients in Soil and Plants for Precise Fertilization

  • Moreno Toselli,
  • Elena Baldi,
  • Filippo Ferro,
  • Simone Rossi and
  • Donato Cillis

The current political, social, and economic conditions place, more than ever, the need to sustainably supply nutrients for plants, integrating low-impact, crop-adapted, variable-rate-application fertilizer solutions, at the center of attention. Ferti...

(This article belongs to the Special Issue Sustainable Strategies and Practices for Soil Fertility Management)
  • Article
  • Open Access
10 Citations
4,862 Views
20 Pages

Potential of Precise Fertilization through Adoption of Management Zones Strategy to Enhance Wheat Production

  • Zainab Haroon,
  • Muhammad Jehanzeb Masud Cheema,
  • Shoaib Saleem,
  • Muhammad Amin and ,
  • Muhammad Naveed Anjum,
  • Muhammad Naveed Tahir,
  • Saddam Hussain,
  • Usama Zahid and
  • Faiza Khan
  • + 4 authors+ 0 author

23 February 2023

The variability in soil properties and crop yield can be overcome by adoption of smart farming practices through interpolation and mapping of spatial variability patterns. Geospatial technologies can be utilized to determine the cause of spatial vari...

  • Article
  • Open Access
1 Citations
1,671 Views
18 Pages

Nutrient Diagnosis and Precise Fertilization Model Construction of ‘87-1’ Grape (Vitis vinifera L.) Cultivated in a Facility

  • Haibo Wang,
  • Xiaolong Wang,
  • Chang Liu,
  • Xiangbin Shi and ,
  • Xiaohao Ji,
  • Shengyuan Wang and
  • Tianzhong Li
  • + 2 authors+ 0 author

31 October 2025

Rape is one of the most widely cultivated and highest-yielding fruit crops in the world. However, research on its precise nutrient diagnosis and fertilization theory is severely lacking, significantly restricting the development of the grape industry...

(This article belongs to the Special Issue Protected Cultivation of Horticultural Crops: Advances and Sustainability—2nd Edition)
  • Review
  • Open Access
8 Citations
2,924 Views
26 Pages

5 April 2024

As a key component of fertilization equipment, the fertilizer discharger has an important impact on the accuracy of the amount of fertilizer applied during the fertilization process. Countries around the world have been advocating for reducing the us...

(This article belongs to the Section Agricultural Science and Technology)
  • Article
  • Open Access
6 Citations
5,003 Views
19 Pages

Development and Performance Evaluation of a Precise Application System for Liquid Starter Fertilizer while Sowing Maize

  • Changchang Yu,
  • Qingjie Wang,
  • Xinpeng Cao,
  • Xiuhong Wang and ,
  • Shan Jiang and
  • Shaojun Gong
  • + 1 author+ 0 author

3 September 2021

At present, liquid starter fertilizer (LSF) application technologies experience problems with low fertilizer utilization efficiency. In this study, we adopted a method of precise application of LSF near the seeds on seed bed in point form during sowi...

(This article belongs to the Special Issue Recent Advances and Challenges in Agricultural Robotics, Unmanned Agricultural Machinery and Autonomous Farming Technologies)
  • Article
  • Open Access
461 Views
23 Pages

Precision Fertilization of Maize Using Straight Grooved-Wheel Fertilizer Apparatus

  • Yitian Sun,
  • Qingsong Lei,
  • Yongjia Sun,
  • Haiyang Liu and ,
  • Xianying Feng,
  • Qingqing Dou and
  • Rui Li
  • + 2 authors+ 0 author

Conventional maize fertilization suffers from uneven distribution, fertilizer waste, and environmental pollution. To address these issues and achieve precision fertilization for maize, a straight grooved-wheel fertilizer apparatus (SGWFA) was designe...

(This article belongs to the Section Agricultural Technology)
  • Article
  • Open Access
5 Citations
1,508 Views
18 Pages

Design Optimization and Experimentation of Triple-Head Gradually Reducing Spiral Precision Fertilizer Apparatus

  • Guoqiang Dun,
  • Quanbao Sheng,
  • Haitian Sun,
  • Xinxin Ji and ,
  • Zhenzhen Yu,
  • Hongxuan Wang,
  • Xingpeng Wu,
  • Yuhan Wei,
  • Chaoxia Zhang and
  • Hailiang Li
  • + 6 authors+ 1 author

14 September 2024

In order to solve the problems of existing spiral fertilizer apparatuses, such as the variation in cavity filling rate with rotational speed, fluctuation of fertilizer discharge flow, and inability to discharge fertilizer precisely, a triple-head gra...

(This article belongs to the Section AI-Enabled Process Engineering)
  • Review
  • Open Access
24 Citations
8,093 Views
30 Pages

Evolution and Application of Precision Fertilizer: A Review

  • Luxi Wang,
  • Jianmin Gao and
  • Waqar Ahmed Qureshi

12 August 2025

This paper reviews technological advances in precision fertilizer application from 2020 to 2025, addressing the need for a systematic synthesis of recent innovations to support agricultural sustainability. With precision fertilization critical for ef...

(This article belongs to the Special Issue Advancements in Precision Fertilization and Water Management for Sustainable Agriculture)
  • Review
  • Open Access
59 Citations
14,807 Views
30 Pages

Precision Fertilization and Irrigation: Progress and Applications

  • Yue Lu,
  • Mingzheng Liu,
  • Changhe Li,
  • Xiaochu Liu and ,
  • Chengmao Cao,
  • Xinping Li and
  • Za Kan
  • + 2 authors+ 0 author

The transformation and upgrading of traditional agriculture are required to address its shortcomings and deficiencies, which have resulted in environmental pollution or water problems. Precision agriculture emerged at the historic moment to solve the...

  • Article
  • Open Access
5 Citations
2,734 Views
20 Pages

24 September 2023

In order to solve the problem of uniform and precise fertilizer discharge, based on experimental analysis of the uneven nature of single-screw fertilizer discharge, a double arc groove screw fertilizer discharger was designed based on the principle o...

(This article belongs to the Special Issue Design, Optimization and Analysis of Agricultural Machinery)
  • Article
  • Open Access
7 Citations
2,141 Views
22 Pages

Optimal Design and Experiment of Electronically Controlled Inclined Spiral Precision Fertilizer Discharger

  • Guoqiang Dun,
  • Quanbao Sheng,
  • Xinxin Ji,
  • Chaoxia Zhang and ,
  • Shang Gao,
  • Yuhan Wei and
  • Yinan Han
  • + 2 authors+ 0 author

In order to solve the traditional single-spiral fertilizer discharger issue of the fluctuation of fertilizer-discharge flow and the problem of precise fertilizer discharge, the innovative design of a cantilevered oblique placement of a fertilizer-dis...

(This article belongs to the Section Agricultural Technology)
  • Article
  • Open Access
3 Citations
2,796 Views
27 Pages

2 September 2022

The purpose of a comprehensive field experiment was to evaluate the agronomic efficiency of a precise organomineral fertilizer system based on a uniform and differentiated application of mineral and organic fertilizers. The methodological basis of th...

(This article belongs to the Section Agricultural Soils)
  • Article
  • Open Access
18 Citations
4,391 Views
27 Pages

Towards Precision Fertilization: Multi-Strategy Grey Wolf Optimizer Based Model Evaluation and Yield Estimation

  • Chengcheng Chen,
  • Xianchang Wang,
  • Huiling Chen,
  • Chengwen Wu and ,
  • Majdi Mafarja and
  • Hamza Turabieh
  • + 1 author+ 0 author

7 September 2021

Precision fertilization is a major constraint in consistently balancing the contradiction between land resources, ecological environment, and population increase. Even more, it is a popular technology used to maintain sustainable development. Nitroge...

(This article belongs to the Section Computer Science & Engineering)
  • Article
  • Open Access
40 Citations
4,449 Views
18 Pages

21 May 2023

China’s field crops such as cotton, wheat, and tomato have been produced on a large scale, but their cultivation process still adopts more traditional manual fertilization methods, which makes the use of chemical fertilizers in China high and c...

(This article belongs to the Topic Soil Fertility and Plant Nutrition for Sustainable Agriculture)
  • Article
  • Open Access
23 Citations
6,455 Views
16 Pages

Research and Design of Precision Fertilizer Application Control System Based on PSO-BP-PID Algorithm

  • Zihao Meng,
  • Lixin Zhang,
  • Huan Wang,
  • Xiao Ma and ,
  • He Li and
  • Fenglei Zhu
  • + 1 author+ 0 author

5 September 2022

China has had the highest fertilizer use rate in the world for years, but today a large number of farmlands still use traditional manual fertilizer application methods, which rely entirely on personal experience and not only cause the waste of fertil...

(This article belongs to the Special Issue Advances in Agricultural Engineering Technologies and Application)
  • Article
  • Open Access
46 Citations
15,926 Views
14 Pages

Precision for Smallholder Farmers: A Small-Scale-Tailored Variable Rate Fertilizer Application Kit

  • Jelle Van Loon,
  • Alicia B. Speratti,
  • Louis Gabarra and
  • Bram Govaerts

Precision agriculture technology at the hands of smallholder farmers in the developing world is often deemed far-fetched. Low-resource farmers, however, are the most susceptible to negative changes in the environment. Providing these farmers with the...

(This article belongs to the Special Issue Precision Agriculture)
  • Article
  • Open Access
32 Citations
6,845 Views
27 Pages

We propose a dynamic monitoring and precision fertilization decision system for agricultural soil nutrients, integrating UAV remote sensing and GIS technologies to address the limitations of traditional soil nutrient assessment methods. The proposed...

(This article belongs to the Section Agricultural Soils)
  • Article
  • Open Access
8 Citations
2,285 Views
17 Pages

5 December 2023

In order to mitigate time-varying, lag, and nonlinearity impacts on fertilization systems and achieve precise control of liquid conductivity, we propose a novel hybrid-optimized fractional-order proportional-integral-derivative (PID) algorithm. This...

  • Article
  • Open Access
3 Citations
772 Views
24 Pages

Optimization and Experimental Study on No-Tillage Dense Planting Precision Seed-Fertilizer Co-Sowing System for Maize Oriented to High-Yield Agronomy

  • Zhongyi Yu,
  • Guangfu Wang,
  • Xiongkui He,
  • Song Shi and ,
  • Yingbo Gao,
  • Kuan Ren,
  • Xing Nian and
  • Chaogang Li
  • + 3 authors+ 0 author

24 April 2026

To solve the problems of low seeding precision and the poor operational adaptability of traditional no-till seeders under dense planting mode, and meet the agronomic requirements for high maize yield, this study carried out optimization and experimen...

(This article belongs to the Section Innovative Cropping Systems)
  • Article
  • Open Access
37 Citations
5,212 Views
11 Pages

Research on Precise Fertilization Method of Rice Tillering Stage Based on UAV Hyperspectral Remote Sensing Prescription Map

  • Fenghua Yu,
  • Juchi Bai,
  • Zhongyu Jin,
  • Honggang Zhang and ,
  • Zhonghui Guo and
  • Chunling Chen
  • + 1 author+ 0 author

18 November 2022

Tillering fertilization is an important part of field management in rice production. As the first peak fertilizer requirement period of rice, tillering fertilization directly affects the number of tillers and the growth of rice in the middle and late...

(This article belongs to the Special Issue Development of Crop Protection Mechanical Engineering Technology, Evaluation of Efficacy and Safety of Pesticide Spraying)
  • Article
  • Open Access
14 Citations
5,643 Views
14 Pages

28 August 2020

Mineral fertilization through irrigation (fertigation) could optimize resource allocation and eliminate wastes in agriculture. Nevertheless, the fertigation of almond plantations is currently inefficient (50% nitrogen (N) recovery by yields) due to t...

(This article belongs to the Special Issue Mineral Nutrition of Fruit Trees)
  • Article
  • Open Access
31 Citations
2,766 Views
12 Pages

28 November 2023

The traditional air-assisted side-deep fertilization device has some problems, such as inaccurate control system parameters and poor precision in variable fertilization. It seriously affects the application and popularization of the device. Aiming at...

(This article belongs to the Section Agricultural Technology)
  • Article
  • Open Access
7 Citations
2,499 Views
17 Pages

23 November 2023

Due to the unique structural characteristics of the traditional spiral fertilizer applicator, the instantaneous filling coefficient cannot be determined, which is not conducive to achieving precise control of the fertilizer discharge rate. Therefore,...

(This article belongs to the Special Issue Advances in Technology Applied in Agricultural Engineering)
  • Article
  • Open Access
13 Citations
4,477 Views
13 Pages

The Comparison Analysis of Uniform-and Variable-Rate Fertilizations on Winter Wheat Yield Parameters Using Site-Specific Seeding

  • Marius Kazlauskas,
  • Egidijus Šarauskis,
  • Kristina Lekavičienė,
  • Vilma Naujokienė and ,
  • Kęstutis Romaneckas,
  • Indrė Bručienė,
  • Sidona Buragienė and
  • Dainius Steponavičius
  • + 3 authors+ 0 author

16 December 2022

Wheat is among the world’s most important agricultural crops, with winter wheat accounting for approximately 25.5% of the total agricultural crop in Lithuania. The unchangeable goal of crop production is to achieve good and economically benefic...

(This article belongs to the Special Issue Selected Papers from the 8th International Conference on Trends in Agricultural Engineering (TAE 2022))
  • Article
  • Open Access
4 Citations
5,020 Views
23 Pages

Design and Field Experiment of Synchronous Hole Fertilization Device for Maize Sowing

  • Feng Pan,
  • Jincheng Chen,
  • Baiwei Wang,
  • Ziheng Fang and ,
  • Jinxin Liang,
  • Kangkang He and
  • Chao Ji
  • + 2 authors+ 0 author

The disadvantages of traditional strip fertilization technology for corn planting in China include low fertilizer utilization rates, unstable operation quality, and environmental pollution. Therefore, in this study, a synchronous hole fertilization d...

(This article belongs to the Section Agricultural Technology)
  • Article
  • Open Access
85 Citations
7,586 Views
18 Pages

31 December 2020

Detection of weeds and crops is the key step for precision spraying using the spraying herbicide robot and precise fertilization for the agriculture machine in the field. On the basis of k-mean clustering image segmentation using color information an...

(This article belongs to the Special Issue Sensing Technologies for Agricultural Automation and Robotics)
  • Article
  • Open Access
9 Citations
3,624 Views
15 Pages

Design and Experimental Research of Variable Formula Fertilization Control System Based on Prescription Diagram

  • Kang Niu,
  • Shenghe Bai,
  • Liming Zhou,
  • Bo Zhao and ,
  • Lijin Liu,
  • Yanwei Yuan,
  • Deqiu Yang,
  • Shi Xiong and
  • Weipeng Zhang
  • + 4 authors+ 0 author

30 December 2021

In order to solve the problems such as the inability to automatically mix a variety of solid fertilizers and the unreasonable fertilizer amount, improve fertilizer utilization, and reduce production costs, this study designs a variable formula fertil...

  • Review
  • Open Access
56 Citations
15,702 Views
19 Pages

Nitrogen is a vital ingredient for plant development and growth. It is one of the most crucial indicators of soil fertility and crop growth conditions. For the monitoring of nitrogen loss patterns and the development of crop nitrogen fertilizer appli...

(This article belongs to the Special Issue Innovations and Practices of Agricultural Green Mechanized Production Technology: Series II)
  • Article
  • Open Access
2 Citations
1,041 Views
18 Pages

Effects of Water–Fertilizer Management on Soil Aggregate Stability and Organic Carbon Sequestration in Greenhouse Eggplant Fields of the Black Soil Region

  • Ke Wu,
  • Wanting Li,
  • Jinxin Hu,
  • Shiyang Guan and ,
  • Mengya Yang,
  • Yimin Chen,
  • Yueyu Sui and
  • Xiaoguang Jiao
  • + 3 authors+ 0 author

21 November 2025

Excess fertiliser and sub-optimal irrigation threaten soil health in greenhouse vegetable systems on black soils. This study explored how water–fertilizer regimes shape soil aggregate structure, stability, and soil organic carbon (SOC) sequestr...

(This article belongs to the Special Issue Soil Microbe and Nematode Communities in Agricultural Systems)
  • Article
  • Open Access
2 Citations
2,568 Views
17 Pages

Typical fertilizer applicators are often restricted in performance due to non-uniformity in distribution, required labor and time intensiveness, high discharge rate, chemical input wastage, and fostering weed proliferation. To address this gap in pro...

(This article belongs to the Special Issue Intelligent Automation: Bridging Artificial Intelligence and Automation)
  • Article
  • Open Access
6 Citations
5,310 Views
15 Pages

Design and Experiment of Row-Controlled Fertilizing–Weeding Machine for Rice Cultivation

  • Yangjie Shi,
  • Xiaobo Xi,
  • Hao Gan,
  • Xiang Shan and ,
  • Yifu Zhang,
  • Hui Shen and
  • Ruihong Zhang
  • + 2 authors+ 0 author

Current approaches to topdressing and weeding operations for rice cultivation present several disadvantages, such as poor precision, low efficiency, serious environmental pollution, and so on. This paper presents a row-controlled fertilizing–weeding...

(This article belongs to the Special Issue Agricultural Structures and Mechanization)
  • Article
  • Open Access
159 Citations
21,944 Views
23 Pages

Data-Driven Analysis and Machine Learning-Based Crop and Fertilizer Recommendation System for Revolutionizing Farming Practices

  • Christine Musanase,
  • Anthony Vodacek,
  • Damien Hanyurwimfura,
  • Alfred Uwitonze and
  • Innocent Kabandana

13 November 2023

Agriculture plays a key role in global food security. Agriculture is critical to global food security and economic development. Precision farming using machine learning (ML) and the Internet of Things (IoT) is a promising approach to increasing crop...

(This article belongs to the Special Issue Big Data Analytics and Machine Learning for Smart Agriculture)
  • Article
  • Open Access
1 Citations
425 Views
25 Pages

Development of a DEM-Optimized Inclined Screw Fertilizer Distributor for Improving Discharge Stability and Metering Accuracy

  • Jingyi Zhang,
  • Can Lou,
  • Chenxi Duan,
  • Li Yang and ,
  • Dongxing Zhang,
  • Tao Cui,
  • Kailiang Zhang,
  • Xiantao He,
  • Zhihao Liu and
  • Ke Ding
  • + 5 authors+ 0 author

23 August 2026

Discharge uniformity and metering accuracy are essential for precision fertilization. An inclined screw fertilizer metering device with a spherical buffering outlet was designed and optimized using the discrete element method (DEM) and bench experime...

(This article belongs to the Special Issue Smart Agricultural Equipment and Automation for Crop Production)
  • Proceeding Paper
  • Open Access
1 Citations
1,085 Views
16 Pages

An In-Depth Comparative Analysis of Machine Learning Models for Soil Fertility Prediction

  • Harmesh Behera,
  • Bibhukalyan Nayak,
  • Ritesh Kumar Gouda,
  • Neelamadhab Padhy and ,
  • Rasmita Panigrahi and
  • Pradeep Kumar Mahapatro
  • + 1 author+ 0 author

One of the major determinants of crop productivity and sustainable agricultural practices is soil fertility. Proper soil assessment helps farmers make informed decisions about nutrients and fertilizers. This study utilizes 16 machine learning classif...

(This article belongs to the Proceedings of The 6th International Electronic Conference on Applied Sciences)
  • Review
  • Open Access
454 Views
48 Pages

Quantum Machine Learning for Hyperspectral Soil Nutrient Estimation in Precision Agriculture: A Review and Roadmap

  • Dristi Datta,
  • Dipti Biswas,
  • Uttam Mahapatra,
  • Manoranjan Paul and
  • Davina White

23 September 2026

Accurate soil nutrient estimation underpins fertility assessment, precision agriculture, and sustainable land management, yet conventional laboratory analysis is slow, costly, and impractical at scale. Hyperspectral imaging (HSI) captures detailed sp...

(This article belongs to the Special Issue Multi-Parameter Soil Sensors and Intelligent Monitoring Systems)
  • Article
  • Open Access
2 Citations
1,711 Views
19 Pages

Variable-Rate Nitrogen Application in Rainfed Barley: A Drought-Year Case Study

  • Jaume Arnó,
  • Alexandre Escolà,
  • Leire Sandonís-Pozo and
  • José A. Martínez-Casasnovas

17 December 2025

This study explores the potential of Precision Agriculture (PA) to optimize top-dressing nitrogen (N) fertilization in rainfed barley under drought conditions in Central Catalonia (Spain). Efficient N management is critical in Mediterranean dryland w...

  • Article
  • Open Access
18 Citations
9,826 Views
13 Pages

12 December 2023

An accurate assessment of soil fertility is crucial for monitoring environmental dynamics, improving agricultural productivity, and achieving sustainable land management and utilization. The inherent complexity and spatiotemporal heterogeneity of soi...

(This article belongs to the Special Issue Land Use/Cover Change and Its Impacts on Regional Sustainable Development)
  • Article
  • Open Access
8 Citations
3,968 Views
22 Pages

Intelligent Algorithm Optimization of Liquid Manure Spreading Control

  • Pengjun Wang,
  • Yongsheng Chen,
  • Binxing Xu,
  • Aibing Wu and ,
  • Jingjing Fu,
  • Mingjiang Chen and
  • Biao Ma
  • + 2 authors+ 0 author

The growth of field crops needs appropriate soil nutrients. As a basic fertilizer, liquid manure provides biological nutrients for crop growth and increases the content of organic matter in crops. However, improper spraying not only reduces soil fert...

(This article belongs to the Special Issue 'Eyes', 'Brain', 'Feet' and 'Hands' of Efficient Harvesting Machinery)
  • Article
  • Open Access
3 Citations
2,944 Views
14 Pages

Diagnosis of the Spatial Variability of Soil Nutrients and Economics of Precision Management in Degraded Pastures

  • Jefferson Santana da Silva Carneiro,
  • Rubson da Costa Leite,
  • José Moisés Ferreira Junior,
  • Álvaro José Gomes de Faria and ,
  • Sérgio Henrique Godinho Silva,
  • Antonio Clementino dos Santos and
  • Rubens Ribeiro da Silva
  • + 2 authors+ 0 author

23 November 2022

Most Brazilian pastures are in some stage of degradation, either by the reduction of soil fertility or inadequate management. The objective of this study was to diagnose the stage of pasture degradation and the diagnosis and management of the spatial...

  • Article
  • Open Access
9 Citations
3,560 Views
19 Pages

Precision Nitrogen Fertilization for Opium Poppy Using Combined Proximal and Remote Sensor Data Fusion

  • Muhammad Abdul Munnaf,
  • Angela Guerrero,
  • Maria Calera and
  • Abdul Mounem Mouazen

21 November 2023

Proper management of within-field variability is crucial for maximizing crop yield, production outcomes and resource use efficiency and reducing environmental impacts. This study evaluated the agroeconomic and environmental feasibilities of site-spec...

(This article belongs to the Special Issue Proximal and Remote Sensing for Precision Crop Management II)
  • Article
  • Open Access
14 Citations
6,482 Views
13 Pages

26 January 2022

This work is a contribution to applied water and fertilizer coupling efforts aiming at increasing crop productivity on sugarcane plantations through the analysis of average cane yields obtained following main agronomic traits in growth and sugar cont...

(This article belongs to the Topic Aquatic Ecological Monitoring and Wastewater Treatment in Agricultural Systems)
  • Article
  • Open Access
24 Citations
4,470 Views
14 Pages

Stability and Adaptability of Maize Hybrids for Precision Crop Production in a Long-Term Field Experiment in Hungary

  • Csaba Bojtor,
  • Seyed Mohammad Nasir Mousavi,
  • Árpád Illés,
  • Adrienn Széles and ,
  • János Nagy and
  • Csaba L. Marton
  • + 1 author+ 0 author

28 October 2021

Sustainability is one of the main components of precision farming that will lead to food security and production resources for current and future generations. The selection of suitable hybrids and fertilizers is among the methods that can directly in...

(This article belongs to the Special Issue Crop Yield Prediction in Precision Agriculture)
  • Article
  • Open Access
12 Citations
4,176 Views
11 Pages

8 August 2021

For precise fertilization of blueberry plants, it is technologically the easiest and most suitable option to use a volumetric filling, for which it can be presumed that it is possible to precisely dose the fertilizer for each plant by grams. For sett...

(This article belongs to the Special Issue Papers from AgEng2021)
  • Article
  • Open Access
490 Views
22 Pages

Research on Intelligent Identification Method for Nitrogen Content in Greenhouse Cucumber Leaves Integrating YOLOv11n Segmentation and Machine Learning

  • Weibing Jia,
  • Sicun Lin,
  • Zhengying Wei,
  • Beibei Tian and ,
  • Xingchen Meng and
  • Yubin Zhang
  • + 1 author+ 0 author

Rapid and non-destructive detection of nitrogen content in greenhouse cucumber leaves is essential for precision fertilization, yet traditional chemical methods are destructive and time-consuming, and existing spectral technologies suffer from high c...

(This article belongs to the Section Artificial Intelligence and Digital Agriculture)
  • Article
  • Open Access
4 Citations
3,229 Views
17 Pages

Intra-Plot Variable N Fertilization in Winter Wheat through Machine Learning and Farmer Knowledge

  • Asier Uribeetxebarria,
  • Ander Castellón,
  • Ibai Elorza and
  • Ana Aizpurua

23 September 2022

The variable fertilization rate (VFR) technique has demonstrated its ability to reduce nutrient losses by adapting the fertilizer dose to crop needs. However, transferring this technology to farms is not easy. This study aimed to make a variable fert...

(This article belongs to the Special Issue Applications, Challenges and Potential of Intelligent Equipment in Agriculture)
  • Article
  • Open Access
9 Citations
3,915 Views
14 Pages

8 February 2023

Cocoplum (Chrysobalanus icaco) is an ecologically significant native species to Southern Florida. Application of precision agriculture technologies such as optical sensors reduces the cost of over-fertilization and nutrient runoff. The aim of this wo...

(This article belongs to the Special Issue Precision Nutrient Management for Climate-Smart Agriculture)
  • Article
  • Open Access
12 Citations
3,795 Views
33 Pages

10 September 2023

Precision agriculture (PA), management zone (MZ) strategies at the field level, soil analyses, deficit irrigation (DI), and fertilizer Variable Rate Application (VRA) are management strategies that help farmers improve crop production, fertilizer use...

(This article belongs to the Topic Water and Soil Management in Adaptation to Climate Change)
  • Article
  • Open Access
35 Citations
9,680 Views
17 Pages

Wheat Yield Estimation with NDVI Values Using a Proximal Sensing Tool

  • Marta Aranguren,
  • Ander Castellón and
  • Ana Aizpurua

25 August 2020

Nitrogen (N) splitting is critical to achieving high crop yields without having negative effects on the environment. Monitoring crop N status throughout the wheat growing season is key to finding the balance between crop N requirements and fertilizer...

(This article belongs to the Section Remote Sensing in Agriculture and Vegetation)
  • Article
  • Open Access
13 Citations
5,150 Views
19 Pages

Addressing within-field spatial variability for nitrogen (N) management to avoid over and under-use of nitrogen is crucial for optimizing crop productivity and ensuring environmental sustainability. In this study, we investigated the economic, enviro...

  • Article
  • Open Access
7 Citations
6,706 Views
18 Pages

Detecting Changes in Soil Fertility Properties Using Multispectral UAV Images and Machine Learning in Central Peru

  • Lucia Enriquez,
  • Kevin Ortega,
  • Dennis Ccopi,
  • Claudia Rios and ,
  • Julio Urquizo,
  • Solanch Patricio,
  • Lidiana Alejandro,
  • Manuel Oliva-Cruz,
  • Elgar Barboza and
  • Samuel Pizarro
  • + 5 authors+ 0 author

Remote sensing is essential in precision agriculture as this approach provides high-resolution information on the soil’s physical and chemical parameters for detailed decision making. Globally, technologies such as remote sensing and machine le...

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