Agronomy

Article Agronomy

Benchmark of Deep Learning and a Proposed HSV Colour Space Models for the Detection and Classification of Greenhouse Tomato

Germano Moreira, Sandro Augusto Magalhaes, Tatiana Pinho, Filipe Neves dos Santos, Mario Cunha

Summary: This paper investigates deep learning models and color space models for automatic tomato harvesting, proposing the use of SSD MobileNet v2, YOLOv4, and an HSV color space model. Experimental results show that YOLOv4 performs the best in both tomato detection and classification tasks, with high F1-Score and macro F1-Score, while the HSV color space model achieves similar results to the YOLOv4 model.

AGRONOMY-BASEL (2022)

Article Agronomy

Evaluation of efficiency and resilience of agricultural water resources system in the Yellow River Basin, China

Chengpeng Lu, Wei Ji, Muchen Hou, Tianyang Ma, Jinhuang Mao

Summary: The study constructed an evaluation system for the efficiency and resilience of agricultural water resources system (E-AWRS, R-AWRS) in the Yellow River Basin using various methods. The results showed that the E-AWRS and R-AWRS demonstrated a fluctuating upward trend, but the overall efficiency levels were still low and the resilience levels were relatively low as well.

AGRICULTURAL WATER MANAGEMENT (2022)

Article Agricultural Engineering

Experimental analysis of Sterculia foetida biodiesel and butanol blends as a renewable and eco-friendly fuel

Yuvarajan Devarajan, Dinesh Babu Munuswamy, Bhanu Teja Nalla, Gautam Choubey, Ruby Mishra, Suresh Vellaiyan

Summary: This research investigates the performance, emission, and combustion characteristics of Sterculia foetida biodiesel blended with n-butanol. The results show that adding n-butanol improves fuel efficiency and reduces emissions compared to standard diesel.

INDUSTRIAL CROPS AND PRODUCTS (2022)

Article Agronomy

The search for new herbicide mechanisms of action: Is there a 'holy grail'?

Stephen O. Duke, Franck E. Dayan

Summary: The demand for new herbicide modes of action has surged due to the evolving resistance of weeds to existing commercial herbicides. Natural products possess many potential new modes of action that have not been utilized by current herbicides, but have yet to be developed for various reasons. Efforts are being made to identify new herbicide targets through pharmaceutical target sites, metabolomic and proteomic information, and the use of artificial intelligence and machine learning. It is likely that new herbicides with new modes of action will be introduced within the next decade to address herbicide resistance management.

PEST MANAGEMENT SCIENCE (2022)

Review Agricultural Engineering

Second-generation bioethanol production from corncob - A comprehensive review on pretreatment and bioconversion strategies, including techno-economic and lifecycle perspective

Pradeep Kumar Gandam, Madhavi Latha Chinta, Ninian Prem Prashanth Pabbathi, Rama Raju Baadhe, Minaxi Sharma, Vijay Kumar Thakur, Gauri Dutt Sharma, J. Ranjitha, Vijai Kumar Gupta

Summary: This study discusses various strategies for second-generation bioethanol production from corncobs, focusing on the effects of different pretreatment methods, detoxification methods, and fermentation approaches on ethanol yield. The results show that a combination of acid and alkali pretreatments along with proper detoxification steps can achieve high ethanol yields. Additionally, using genetic engineering to construct inhibitor tolerant and consolidated bioprocessing compatible microbes is another way to achieve an economical process.

INDUSTRIAL CROPS AND PRODUCTS (2022)

Article Agronomy

Optimizing irrigation and fertilization at various growth stages to improve mango yield, fruit quality and water-fertilizer use efficiency in xerothermic regions

Guangzhao Sun, Tiantian Hu, Xiaogang Liu, Youliang Peng, Xianxian Leng, Yilin Li, Qiliang Yang

Summary: The study found that the factors influencing fruit yield and water use efficiency were irrigation amount, fertilization rate at the fruit expansion stage, and fertilization rate at the flowering stage, while the factors influencing water, vitamin C and carotenoid contents in fruit were irrigation amount, fertilization rate at the fruit ripening stage, and fertilization rate at the fruit expansion stage. Additionally, the factors influencing soluble solids and total sugar contents were irrigation amount, fertilization rate at the fruit ripening stage, and fertilization rate at the flowering stage.

AGRICULTURAL WATER MANAGEMENT (2022)

Review Agronomy

Understanding the Role of Humic Acids on Crop Performance and Soil Health

Kwame Ampong, Malinda S. Thilakaranthna, Linda Yuya Gorim

Summary: Humic acids (HA) play essential roles in improving soil properties, plant growth, and agronomic parameters. They positively affect soil physical, chemical, and biological characteristics, as well as crop growth, nutrient uptake, and yield. Factors such as HA type, application rate, mode, and soil type influence the effects of HA on soil and crops.

FRONTIERS IN AGRONOMY (2022)

Article Agronomy

Spatiotemporal patterns of maize drought stress and their effects on biomass in the Northeast and North China Plain from 2000 to 2019

Wei Wan, Zhong Liu, Jiahui Li, Jianing Xu, Hanqing Wu, Zhaohui Xu

Summary: In this study, the drought stress of maize in the Northeast China Plain (NECP) and North China Plain (NCP) over the past 20 years was evaluated using remote sensing data and meteorological data. A conceptual model was established to analyze the response of maize biomass to drought stress. The findings provide new insights for preventing drought stress risk and improving maize yield on a large scale.

AGRICULTURAL AND FOREST METEOROLOGY (2022)

Article Agricultural Engineering

Direct sunlight and partial shading alter the quality, quantity, biochemical activities of Kaempferia parviflora Wall., ex Baker rhizome essential oil: A high industrially important species

Twahira Begum, Roktim Gogoi, Neelav Sarma, Sudin Kumar Pandey, Mohan Lal

Summary: This study evaluated the effects of direct and partial sunlight on the essential oil yield, chemical profile, and biological activities of Kaempferia parviflora. It was found that partial shade conditions resulted in higher essential oil yield and superior antioxidant, anti-inflammatory, anti-cholinesterase, tyrosinase, and anti-diabetic activities compared to direct sunlight conditions.

INDUSTRIAL CROPS AND PRODUCTS (2022)

Article Agricultural Engineering

Assessment of suitable cultivation region for Panax notoginseng under different climatic conditions using MaxEnt model and high-performance liquid chromatography in China

Peng Zhan, Feiyang Wang, Pengguo Xia, Guanghua Zhao, Meitang Wei, Fugang Wei, Ruilian Han

Summary: This study integrated habitat and quality assessment of Panax notoginseng for its potential distribution in China under climate change conditions. Results showed that suitable habitats were mainly distributed in central and eastern Yunnan Province, but were predicted to decrease and move to high-altitude areas in the future. The saponin content in highly suitable habitats was relatively low, with temperature and precipitation playing key roles in the distribution of P. notoginseng.

INDUSTRIAL CROPS AND PRODUCTS (2022)

Article Agronomy

Physiological response of maize plants and its rhizospheric microbiome under the influence of potential bioinoculants and nanochitosan

Upasana Agri, Parul Chaudhary, Anita Sharma, Bharti Kukreti

Summary: This study analyzed the impact of nanochitosan and bioinoculants on maize plants and soil health. The results showed that the use of nanochitosan and bioinoculants improved plant health parameters and soil quality, including increased plant height, photosynthetic pigments, and bacterial population in the soil.

PLANT AND SOIL (2022)

Article Agronomy

Analysis of crop water requirements and irrigation demands for rice: Implications for increasing effective rainfall

Wanqi Luo, Mengting Chen, Yinhong Kang, Wenping Li, Dan Li, Yuanlai Cui, Shahbaz Khan, Yufeng Luo

Summary: This study investigated the irrigation demands of rice in southern China by analyzing six representative rice areas. The results showed that the differences in irrigation demand among different types of rice were mainly influenced by the distribution and quantity of rainfall. With the increasing trend in rainfall and better utilization, rice irrigation demands may be further reduced or completely stopped in the future.

AGRICULTURAL WATER MANAGEMENT (2022)

Article Agronomy

Effects of irrigation and fertilization on different potato varieties growth, yield and resources use efficiency in the Northwest China

Yingying Xing, Teng Zhang, Wenting Jiang, Peng Li, Peng Shi, Guoce Xu, Shengdong Cheng, Yuting Cheng, Zhang Fan, Xiukang Wang

Summary: The scarcity of irrigation water is a major constraint for global crop production, especially for potato growth in arid and semiarid regions. Field experiments were conducted to study the effects of irrigation amount, fertilizer rate, and potato variety on potato yield, quality, and water and fertilizer productivity. The results showed significant impacts of these factors on potato growth, with Feiurita variety performing better than Xiapoti variety. The W2F3V1 and W3F2V1 treatments were recommended as the best water and fertilizer management in sandy loam soils in Northwest China.

AGRICULTURAL WATER MANAGEMENT (2022)

Article Agricultural Engineering

Hemicellulose degradation: An overlooked issue in acidic deep eutectic solvents pretreatment of lignocellulosic biomass

Zhu Chen, Yuguang Wang, Haina Cheng, Hongbo Zhou

Summary: This article highlights the importance of preventing hemicellulose degradation and improving its valorization in ADESs pretreatment for economic viability. The major degradation products and pathways of hemicellulose in ADESs pretreatment are discussed.

INDUSTRIAL CROPS AND PRODUCTS (2022)

Article Agricultural Engineering

Controllable fabrication of nanofibrillated cellulose supported HKUST-1 hierarchically porous membranes for highly efficient removal of formaldehyde in air

Zicheng Chen, Xiangyang He, Jing Ge, Guangyuan Fan, Lanhe Zhang, Ashak Mahmud Parvez, Guanhua Wang

Summary: In this study, NFC-supported MOF hierarchically porous membranes were successfully synthesized by anchoring HKUST-1 on NFC membrane. The addition of HKUST-1 particles increased the specific surface area and controlled the morphology and position of the particles, resulting in a highly effective formaldehyde adsorption capacity.

INDUSTRIAL CROPS AND PRODUCTS (2022)

Review Agricultural Engineering

Unlocking the role of lignin for preparing the lignin-based wood adhesive: A review

Caoxing Huang, Zhenwen Peng, Jiongjiong Li, Xiaona Li, Xiao Jiang, Youming Dong

Summary: Adhesives traditionally made from fossil-based polymers have issues of toxicity, environmental pollution, and non-renewable raw materials. Therefore, research on environmentally friendly and renewable adhesives from bio-based materials has gained attention. Lignin, a natural and renewable phenolic polymer with various functional groups, has been extensively studied for its exploitation. Despite some progress, developing lignin-based adhesives with performances surpassing fossil-based adhesives remains challenging.

INDUSTRIAL CROPS AND PRODUCTS (2022)

Review Agronomy

Use of Botanical Pesticides in Agriculture as an Alternative to Synthetic Pesticides

Patrick Maada Ngegba, Gaofeng Cui, Muhammad Zaryab Khalid, Guohua Zhong

Summary: "Pest management is facing significant economic and environmental challenges worldwide due to excessive use of pesticides. Plant-based pesticides offer a sustainable and cost-effective alternative, with their effectiveness, availability, low toxicity, and rapid biodegradability. However, formulation difficulties and limited chemical data have hindered their global acceptance. This review aims to highlight the current usage, phytochemical compositions, insecticidal mechanisms, and challenges of plant-based pesticides in sustainable agricultural production."

AGRICULTURE-BASEL (2022)

Article Agronomy

Phosphorus fertilization affects soybean rhizosphere phosphorus dynamics and the bacterial community in karst soils

Jihui Tian, Xing Lu, Qianqian Chen, Xizhi Kuang, Cuiyue Liang, Lansheng Deng, Dongjiao Lin, Kunzheng Cai, Jiang Tian

Summary: Little is known about the dynamics of P fractions and bacterial communities in the rhizosphere of legumes in karst soils. In this study, a field experiment was conducted to investigate P uptake, rhizosphere P fractions and bacterial community structure of soybean in response to P fertilization. Results showed that rhizosphere acidification during soybean cultivation led to changes in P fractions and bacterial community composition. Phosphorus fertilization further affected soil pH and different P fractions, leading to alterations in bacterial community composition, especially in soils without P input.

PLANT AND SOIL (2022)

Article Agronomy

Genome-Wide Identification and Molecular Evolution of the Magnesium Transporter (MGT) Gene Family in Citrullus lanatus and Cucumis sativus

Parviz Heidari, Fatemeh Puresmaeli, Freddy Mora-Poblete

Summary: The present study identified and characterized the MGT gene family in cucurbit species Cucumis sativus and Citrullus lanatus, revealing a close relationship among the members of each sub-class. The MGT genes showed higher expression in root tissues and differential expression in response to stresses and hormones.

AGRONOMY-BASEL (2022)

Article Agronomy

An Attention Mechanism-Improved YOLOv7 Object Detection Algorithm for Hemp Duck Count Estimation

Kailin Jiang, Tianyu Xie, Rui Yan, Xi Wen, Danyang Li, Hongbo Jiang, Ning Jiang, Ling Feng, Xuliang Duan, Jianjun Wang

Summary: This paper uses deep learning algorithms to achieve real-time monitoring of the number of hemp duck flocks and proposes an improved attention mechanism algorithm CBAM-YOLOv7, which performs well in terms of precision and detection effect.

AGRICULTURE-BASEL (2022)