Agriculture Commons^™

Digital Infrastructure For The Regenerative Movement: A Case Study Of The Mycelium Learning Network, Abigail Karparis

Journal of Nonprofit Innovation

The regenerative movement is gaining momentum worldwide, driven by communities working to restore ecological and social systems through place-based, culturally rooted action. Yet many of the groups leading this work, especially in the Global South or in hyper-local contexts, remain digitally invisible due to structural barriers, including limited access to appropriate technology, funding constraints, and misalignment between available tools and local values. Conventional digital infrastructures often exclude or marginalize these efforts, leaving regenerative practitioners disconnected from each other and from potential sources of support.

This article explores these challenges and presents a case study response: the co-creation of accessible, relational …

Living Heritage, Resilience And Ethically Informed Infrastructures In Malawi, Martha B. Lerski, Frank Puluputu Mwale

Publications and Research

Rooted in a rural community’s needs, this paper explores how historically, and ethically informed infrastructures can support community engagement towards identification, documentation, and dissemination of local, traditional, and indigenous knowledge relating to climate change. The paper examines climate adaptation and sustainability issues through the lenses of community organizing and Library & Information Science best practices. It draws on a growing body of literature identifying a role for expanded epistemological and subject discipline perspectives. While the impacts of climate on material culture are increasingly recognized, intangible, and biocultural heritage have not received as much attention. Living heritage traditions and knowledge systems …

Political Agroecology In Syracuse: Local Understandings, Possibilities, And Barriers To Food System Transformation, Cooper Olds

Theses - ALL

In recent years, agroecology has begun to receive increasing attention from international institutions such as the United Nations Food and Agriculture Organization (UN FAO). For some, this is seen as a valuable case of up-scaling agroecology which will lead to greater institutional support for the framework. However, critical agroecologists have raised concerns that such institutional adoption is rather a form of co-optation where the social and political elements of agroecology are omitted to facilitate the integration of the framework into a wider program of food system reform. As a result, there is ongoing contestation over the framework between these co-opted …

The Effects Of Tea Polyphenols On The Emulsifying And Gelling Properties Of Minced Lamb After Repeated Freeze–Thaw Cycles, Xueyan Yun, Ganqi Yang, Limin Li, Ying Wu, Xujin Yang, Aiwu Gao

Agricultural and Environmental Sciences Faculty Research

Minced lamb remains one of the most produced meat products in the meat industry, across both the food service and retail sectors. Tea polyphenols (TPs), renowned for their diverse biological activities, are increasingly being employed as natural food additives in research and development. Tea polyphenols at concentrations of 0.00% (CG), 0.01% (TP1), 0.10% (TP2), and 0.30% (TP3) were added to lamb which had undergone a series of freeze–thaw cycles. The presence of tea polyphenols led to a significant decrease in the number of disulfide bonds, resulting in a slower oxidation rate. In addition, the surface hydrophobicity and juice loss of …

Agricultural Extension In An Urban Informal Settlement During Covid-19: The Effectiveness Of The “Tanimang Bayan” Initiative In Sitio San Roque, North Triangle, Quezon City, Patrice Bianca R. Yapjoco

CSID Journal of Infrastructure Development

The COVID-19 pandemic exposed deep inequalities in food access, particularly in urban informal settlements. This study examines the effectiveness of the “Tanimang Bayan” initiative, an urban agriculture project implemented in Sitio San Roque, Quezon City, as a form of agricultural extension during the pandemic. The research adopts a qualitative approach, drawing on data from key informant interviews, participant observation, and secondary sources. Findings indicate that the initiative provided a localized response to food insecurity by enhancing access to fresh produce and promoting community-led production. It also supported collective action and self-organization among residents, strengthening their autonomy in navigating structural limitations. …

Emergence Of Caenocoris Neri (Germar, 1847) On Fig Trees In The Oases Of Southeastern Algeria, Nacima Diab, Tesnim Deghiche, Khalila Bengouga, Vasily Vladimirovich Verkhoturov

Journal of Bioresource Management

The article considers materials related to current areas of fundamental research in the field of agricultural entomology in Algeria. The most important issues of agricultural entomology in Algeria include identifying patterns of general trends in the dynamics of geographic ranges of phyto-entomophagous under the influence of climatic and anthropogenic factors, as well as studying the adaptation of insects to new habitats and food supply. In a notable discovery during insect sampling conducted in the oasis ecosystem during the summer of 2019, researchers recorded and identified individuals of the species Caenocoris nerii (Germar, 1847) for the first time. These insects were …

Effects Of Commiphora Myrrha Resin Extract/Nanosilver On Immune Cells, Pathogen, And Breast/Colon Cancer Cell Line Growth, Mohammad Y. Alshahrani, Essam H. Ibrahim, Abeer S. Alahmari, Mona Kilany, Ramadan Taha, Haitham I. El-Mekkawy, Amr Ahmed El-Arabey, Ahmed Ezzat Ahmed

Turkish Journal of Agriculture and Forestry

Commiphora myrrha grows in various places of the world and is used for many purposes. The objectives of this study were to examine the biological influences of C. myrrha resin extract (MRE) alone or with its biogenic nanosilver on microbial, immune, and cancer cell growth. C. myrrha resin was boiled to prepare the MRE. Functional groups in the MRE were explored using Fourier-transform infrared spectroscopy (FTIR). MRE was used to synthesize nanosilver that was characterized using an ultraviolet-visible (UV-Vis)-spectrophotometer and X-ray diffraction. In vivo experiments included the untreated group (G1) and MRE-orally treated group (G2). Cancer cell lines, HCT-116 (colon) …

Deep Reinforcement Learning-Driven Decision Support System Design For Precision Agriculture: Optimizing Farming And Resource Use, Qingshan Bai

Turkish Journal of Agriculture and Forestry

This study focuses on enhancing the efficiency of agricultural decision support systems by integrating deep reinforcement learning techniques to optimize the path planning of agricultural vehicles. By decomposing the system into dynamics, action, strategy, reward, and discount factor components, a robust framework is established. A value-based reinforcement learning algorithm is introduced, enriched with policy gradient (PG) methodology to enable continuous and adaptive state-to-action decision-making process. A deep neural network (DNN) was used to approximate the state-action value function, resulting in the innovative DNN-PG-Q-learning algorithm. This algorithm leverages an empirical playback pool to enable efficient and intelligent path planning for agricultural …

Antiinflammatory Mechanisms Of Barley-Based Functional Foods Beyond Diabetes Management, Hafiz Ghulam Muhu Din Ahmed, Adnan Noor Shah, Muhammad Ahtasham Mushtaq, Xiaomeng Yang, Jiazhen Yang, Xia Li, Li’E Yang, Xiaoying Pu, Yawen Zeng

Turkish Journal of Agriculture and Forestry

This review article investigated the antiinflammatory properties of barley, emphasizing its benefits beyond diabetes management. Barley, historically valued for its nutritional and medicinal properties, is rich in bioactive compounds such as beta-glucans, phenolic acids, and flavonoids. These compounds are known for their significant antioxidant and antiinflammatory activities. This study highlights the multifaceted mechanisms through which barley reduces systemic inflammation, including the enhancement of gut microbiota composition, the production of beneficial short-chain fatty acids, and the modulation of immune responses. Beta-glucans in barley lower cholesterol, and regulate glucose levels, while phenolic acids and flavonoids inhibit proinflammatory enzymes and cytokines, thereby reducing …

Accurate Crop Yield Prediction Via Temporal Convolutional Network And Variational Autoencoder, Lei Liu, Xiaoling Song

Turkish Journal of Agriculture and Forestry

With the advancement of technology, smart agriculture assumes a pivotal role in enhancing the efficiency and sustainability of agricultural production. Nevertheless, accurately forecasting crop yields and understanding their determining factors often faces limitations inherent in conventional data processing techniques. To address this challenge, this study proposes a TCN-VAE framework, amalgamating temporal convolutional networks (TCNs) and variational autoencoders (VAEs), to tackle the crop yield prediction task in smart agricultural systems. The framework intricately models four principal categories of features—meteorological conditions, soil conditions, agricultural management, and environmental conditions—via TCN and compensates for missing data using VAE, thereby achieving a comprehensive analysis and …

Comprehensive Characterization Of Purified Naringinase: Effect On Naringin Content, Antioxidant Activity, Phenolic Profile, And Grapefruit Juice Quality, Arzu İmece, Memnune Şengül, Bülent Çeti̇n, Ömer İrfan Küfrevi̇oğlu, Arzu Öztürk Kesebi̇r

Turkish Journal of Agriculture and Forestry

Bitterness arising from naringin is a problem in citrus juices, especially grapefruit juice, in terms of consumer preference. Naringinase enzyme is used to eliminate the bitterness. In this study, naringinase was extracellularly extracted, isolated, and characterized from an Aspergillus niger strain in different media. The extracted enzyme was added to grapefruit juice at different concentrations (0.1%, 0.5%, 1%) (0.078, 0.39 and 0.78 EU) and stored at different temperatures (25, 35, and 45 °C) for 5 h. At the end of the first and fifth h, the amount of naringin, physicochemical properties, phenolic profiles, and antioxidant activities of the grapefruit juice …

Human Settlement Environment And Architectural Ecological Design Based On Artificial Intelligence Technology, Mingxing Xu, Xiongjun Tao

Turkish Journal of Agriculture and Forestry

The main purpose of this paper was to use artificial intelligence (AI) technology to improve the coordination between architectural design and the natural environment, so as to optimize resource utilization and reduce negative environmental impacts and improve the quality of human settlements. To do this, multiple types of data covering the environment, buildings, and user feedback were first collected and preprocessed. Based on these data, the long short-term memory model was used to predict future environmental changes, and the particle swarm optimization algorithm was used for multiobjective optimization of architectural design. The experimental results showed that the AI-driven design scheme …

The Effects Of Melatonin And Pgpr Applications On Phenolic Compounds, Organic Acids, And Agromorphological Characteristics In Strawberry (Fragaria × Ananassa Duch.) Fruits By Multivariate Analysis, Akgül Taş

Turkish Journal of Agriculture and Forestry

In this study, melatonin, plant growth promoting rhizobacteria (PGPR), and PGPR + melatonin were applied to the Festival and Kabarla strawberry varieties and the effects of these applications on fruit quality were investigated. The parameters of fruit weight, fruit width and length, soluble solids content (SSC), pH, titratable acidity (TA), phenolic compounds, organic acids, and vitamin C parameters were examined. The analysis shows that significantly better results were obtained in terms of fruit weight, fruit width, fruit length, and SSC values in all fruits treated with melatonin, PGPR, and PGPR + melatonin, although there was variation between the strawberry varieties. …

Application Of Vermicompost Extract To Improve The Phytochemical Composition Of Berry Fruits, Jelena Tomić, Žaklina Karaklajić-Stajić, Marijana Pešaković, Svetlana M. Paunović, Boris Rilak, Maja Mikulic-Petkovsek, Metka Hudina, Robert Veberic, Nesi̇be Ebru Kafkas, Sezai̇ Erci̇şli̇, Jerneja Jakopic

Turkish Journal of Agriculture and Forestry

The growing market demand for environmentally friendly products for plant nutrition has led to the development of new fertilizers, particularly liquid compost-based products such as teas, extracts, and leachates. The aim of this research was to compare the effect of chemical fertilization (CF) and its combination with liquid fertilizer based on vermicompost and beneficial microorganisms (CF + VP) on the phytochemical profile of strawberry (Senga Sengana), blackberry (Čačanska Bestrna) and blueberry (Aurora). The results showed that CF + VP positively affected fruit weight (8.8 g), soluble solids (8.9°Bx), total sugars (65.5 g/kg FW), and the sum of all phenolic groups …

Green Biosynthesis Of Cobalt Oxide Nanoparticles Using Saccharum Munja Leaf Extract As A Catalyst For Callus Induction In Carnation (Dianthus Caryophyllus L.) Plants, Ishtiaq Ahmad, Sameed Arshad Chaudhry, Maryam Maryam, Aysha Arif Chahel, Riaz Ahmad, Mehmet Ramazan Bozhüyük, İbrahi̇m Bozkurt, Magda Abdel-Rahman, Konstantin Korolev

Turkish Journal of Agriculture and Forestry

The common name of a wild grass native to Pakistan with both edible and medicinal properties is Saccharum munja Roxb. (S. munja). Prior research has investigated various plant species for the green biosynthesis of nanoparticles to circumvent issues related to their physical and chemical production. This study presents the first evidence of synthesizing cobalt oxide nanoparticles (Co3O4NPs) using S. munja leaf extract (SMLE) as both a reducing and a capping agent. This study investigated their ability to induce in vitro callus formation in Dianthus caryophyllus L. (carnation). In this study, Co3O4NPs were synthesized using varying quantities of SMLE to achieve …

Precision Crop Yield Prediction Model Based On Deep Learning And Multimodal Data Fusion, Zijin Mo, Yanxiong Wu

Turkish Journal of Agriculture and Forestry

More precise crop yield prediction methods are essential in advancing precision agriculture, ensuring food security, and promoting sustainable agricultural practices. Deep learning technologies have significantly improved prediction accuracy by allowing the analysis of large-scale agricultural datasets. However, existing approaches still face challenges in effectively integrating multisource data, such as meteorological, soil, and remote sensing information, and optimizing model parameters. To address these issues, this study introduces TCGNet, a novel deep learning architecture that combines a time convolutional network (TCN), convolutional long short-term memory (ConvLSTM), and the grey wolf optimization (GWO) algorithm. The TCN is employed for time series analysis, ConvLSTM …

In Vitro Regeneration Potential Of Pistacia Integerrima And Pistacia Khinjuk Rootstocks: A Modeling Approach For Optimal Medium Formulation, Heydem Eki̇nci̇, Beki̇r Erol Ak

Turkish Journal of Agriculture and Forestry

Micropropagation involves the development of whole plants from small meristematic tissues by culturing them in vitro under aseptic conditions on a nutrient medium. However, identifying a single nutrient medium suitable for propagating Pistacia, a recalcitrant species, remains challenging. While some species exhibit good growth on Murashige and Skoog (MS) medium, Pistacia species generally yield insufficient results. To address this, a five-dimensional experimental design was developed using Design- Expert software (Stat-Ease Inc., Minneapolis, MN, USA). Thirty-three experimental databases were generated by the software using the modified I-optimal criterion. MS medium served as the control treatment. A response surface model (RSM) employing …

In Vivo Emergence And Seedling Growth Of Ornamental Pepper Seeds Under Diatomaceous Earth Treatments, Deni̇z Hazar

Turkish Journal of Agriculture and Forestry

Propagation by seeds is very useful in ornamental horticulture, especially for flowering plant production. Seed germination and seedling growth are the most sensitive plant developmental stages and, in nurseries, are under the influence of many biotic and abiotic stress factors. Diatomaceous earth is made from the fossilized remains of tiny aquatic organisms called diatoms, and diatomaceous earth as supplemental Si has been shown to be beneficial for plant growth, flowering, and nutrient content under both well-watered and water-stressed conditions. This study aimed to determine the effects of different methods and doses of Si-containing diatomite on in vivo seed emergence and …

A Comprehensive Review Of Fermentation Technologies In Food Processing: From Traditional To Cutting Edge, Pragati Singh, Niharika Arya, Shalini Sharma, Ankita Sharma, Prasad Rasane, Supriya Singh Gaur, Sawinder Kaur, Mahendra Gunjal, Hasan Kiliçgün, Jyoti Singh

Turkish Journal of Agriculture and Forestry

Fermentation technologies play crucial roles in food processing, offering various advantages, including enhanced flavor profiles, extended shelf life, and improved nutritional qualities. This paper provides a comprehensive overview on the major types of fermentation as well as effects of various factors such as substrate composition, temperature, pH, oxygen availability, and microbial strain selection on the process. Despite its widespread application, traditional fermentation processes face limitations related to yield optimization, contamination risks, and process consistency. Recent advancements have significantly enhanced fermentation efficiency, product quality, and scalability, ultimately expanding the applications beyond food and beverage production into pharmaceuticals, nutraceuticals, biofuels, and waste …

Assessment Of Phenolic Composition, Sugars, And Antioxidant Capacity In Turkish Fig (Ficus Carica L.) Cultivars, Ghassan Zahid, Haşi̇m Kelebek, Ayzi̇n Küden, Flavien Shimira, Yildiz Aka Kaçar

Turkish Journal of Agriculture and Forestry

Fig fruits (Ficus carica L.) have significant health benefits. Türkiye is the leading fig producer in the world. Despite their diversity and rich medicinal properties, the biochemical fingerprints and nutritional quality of local figs are poorly understood. This study aimed to analyze the peels and pulps of eight Turkish figs with varying colors for their total phenolic composition, sugars, and antioxidant capacity. Thirty-one phenolic compounds (PCs) were detected using HPLC-MS/MS. The dark-purple 01-1N-58 genotype had the highest amount of colored PCs in fruit peels and pulps (151.25 and 31.57 mg/100 g dw, respectively). Likewise, the maximum quantity of colorless PCs …

2025 Nebraska Custom Rates For Livestock-Related Agricultural Services, Glennis Mcclure

Cornhusker Economics

Conclusion

The 2025 livestock custom rates report serves as a valuable reference for cost benchmarking and service pricing in Nebraska’s livestock sector. While most rates have remained stable, producers and service providers should refer to multiple years’ reports to understand trends and regional variation. As always, actual service rates will vary based on job complexity, geographic location, provider availability, and market demand.

Participation in Future Surveys

To strengthen future reports, producers and service providers are encouraged to participate in upcoming surveys. Interested individuals may register at the following URL: https://cap.unl.edu/nebraska-custom-rates-survey-sign

The 2025 Custom Service Rates Related to Livestock Production in …

Effect Of Different Nutrient Media On Mycelial Growth Of Different Species Of Medicinal Mushroom, Luna Ahmad, Fahed Albiski, Ramzi Murshed, Hijazi Mando, Bssam Al Okla

Journal of the Arab American University مجلة الجامعة العربية الامريكية للبحوث

The research was carried out in 2022 in the National Commission for Biotechnology (NCBT). The aim is studying the mycelium growth of 5 commercial strains of four medicinal mushroom: Ganoderma lucidum (G.l), Agaricus blazei (A.b), Hericium erianaceum (H.e) and Lentinus edodes (Tow strains: strain M3782 (L.e1) and strain straw (L.e2)), sourced of Aloha company of USA on four nutrient growth media: Potato Dextrose Agar (PDA), Malt extract Agar (MEA), Sabouroud Dextrose Agar (SDA) and Corn meal agar (CMA). The following mycelium growth parameters were studied: mycelium height (H), mycelium diameter (D), mycelium density (G), growth rate (GR) and growth coefficient …

The First Australian Co-Invasion Of Euwallacea Fornicatus, Fusarium Sp. [Af18] And Graphium Euwallaceae, Melinda Moir, Monica Kehoe, Dominie Wright, Stefania Bertazzoni, Peter Scott, Cuiping Wang, Elsie Kinnaird, Brenda A. Coutts

Biosecurity Research Articles

As international trade and travel increase around the world, invasive species detections and incursions are increasing in frequency. Here we document the first detection and incursion within Australia by the Polyphagous shot-hole borer (PSHB), Euwallacea fornicatus (Eichhoff, 1868) (Coleoptera: Curculionidae: Scolytinae), an ambrosia beetle, and two of the associated fungal species; Fusarium sp. [AF18], and Graphium euwallaceae. All three exotic species were detected in a confined region within Perth, Western Australia, and represent a co-invasion. This multispecies incursion into one of the world’s most remote cities highlights the rapid increase in biological invasions globally and the pressures that urban, agricultural, …

Utah Surface Irrigation Water Optimization Opportunities And Barriers, Matt Yost, Clara Anderson, Burdette Barker, Justin Wyatt Clawson, Kalen Taylor, Michael Pace

All Current Publications

Surface irrigation systems are still the predominant system used in some parts of Utah, representing nearly half of the irrigated area in the state and the region. Understanding the barriers to water optimization and opportunities for improvement in surface irrigation systems will help ensure their viability. This article presents the results of a survey of surface irrigators in Utah.

The Perfect Pairing: Early Stand Dynamics In Conventional Aspen And Mixedwood Forests In Northern Minnesota, Usa, Chelsea C. Semper, John M. Zobel, Sawyer S. Scherer, Michael R. Reinikainen, Matthew B. Russell, Tyler S. Gifford, Marcella A. Windmuller‑Campione

Aspen Bibliography

In North America, mixedwood management is being increasingly considered by natural resource managers as an alternative to single species management for a variety of ecological, economic, and cultural reasons. In northern Minnesota, USA, natural resource managers are increasingly using treatments to establish mixedwood forests in aspen (Populus tremuloides Michx, Populus grandientata Michx) dominated ecosystems by planting white spruce (Picea glauca (Moench). However, little quantitative information is known regarding differences between stand structure and composition in conventional aspen and aspen-white spruce during early stand development. To provide greater clarity for managers, we sampled 40 aspen stands across a chronosequence …

2025 Legislative Update, J. David Aiken

Cornhusker Economics

The 2025 Nebraska state Unicameral dealt with major state budget challenges but also managed to enact four bills affecting Nebraska agriculture and holding three other bills over for possible action in the 2026 legislative session. Enacted legislation dealt with a ban on laboratory-grown meat, the merger of state natural resource and environmental agencies, amending the 2024 paid sick leave initiative, and establishing a School Financing Review Commission. Agricultural-related bills carried over to the 2026 legislative session include modifying cattle feedlot brand inspection fees, inheritance tax reductions, and modifying the 2022 minimum wage initiative.

Exploiting Genomics To Advance Genetic Gain For Reproductive Traits In Sheep, Mujibur Rahman

ORBioM (Open Research BioSciences Meeting)

Poor reproductive performance has a negative impact on the profitability of sheep production systems with the number of lambs reared highlighted as a key driver of farm profitability. Nevertheless, the genetic improvement of reproductive traits in sheep has been constrained by their low heritability and pleiotropic nature. Understanding the underlying genetic architecture can improve genomic prediction estimates and enhance genetic gain.

This study will utilize large-scale genomic and phenotypic datasets to enhance genetic gain in sheep reproductive traits through four approaches: 1) to determine the effect of inbreeding depression on reproduction, 2) to identify causal variants impacting reproductive performance through …

محددات الحقوق البيئية بالمغرب وواقع ممارستها, Mansour Ennaama

Journal of the Association of Arab Universities for Research in Higher Education مجلة اتحاد الجامعات العربية للبحوث في التعليم العالي

استعرض المقال الإطار النظري والقانوني للتشريع البيئي في المغرب، بالإضافة إلى تحليل التحديات التي تعترض تطبيقه وآفاق تحسينه. وتبرز الدراسة وجود فجوة بين النصوص القانونية البيئية وواقع الممارسة في المغرب مما يقلل من فعالية هذه التشريعات في حماية البيئة. كما تعيق التحديات المؤسسية والإدارية والمالية التطبيق الفعال لهذه التشريعات، إذ تواجه المؤسسات المعنية بحماية البيئة تحديات كبيرة تتعلق بنقص التنسيق والتداخل في الصلاحيات، مما يؤدي إلى ضعف في التنفيذ والمراقبة، حيث تعاني الجهات المسؤولة عن حماية البيئة من نقص في التمويل، مما يؤثر سلباً على قدرتها على تنفيذ البرامج البيئية وصيانة البنية التحتية البيئية. كما أن هناك حاجة ملحة لتعزيز …

Removal Of Fluoroquinolones From Water Systems Employing Rice Husk Composited Sponges Via Nanoadsorption, Dalia Kanaa

Theses and Dissertations

A novel nanocomposite of polyvinyl alcohol formaldehyde (PVF) sponge loaded with green zinc oxide nanoparticles (ZnONP) and referred to as (NP-PVF) was fabricated as a potential adsorbent of ciprofloxacin from water. A simple mechanical foaming process was used to synthesize the adsorbent. Rice husk extract was used to synthesize zinc oxide nanoparticles (ZnONP) for its phytochemicals as reducing agents. A facile and low-energy-dependent extraction method was used that did not require the use of high-temperature annealing. The synthesized nanoparticles showed a maximum UV absorption at 347 nm, which corresponds to a 3.58 eV band gap energy. FTIR confirmed the successful …

Enhancing Water Scarcity Resilience In Egypt Through Machine Learning-Driven Phenological Crop Mapping And Water Use Efficiency Analysis, Surendra Maharjan, Wenzhao Li, Shahryar Fazli, Aqil Tariq, Rejoice Thomas, Cyril Rakovski, Hesham El-Askary

Mathematics, Physics, and Computer Science Faculty Articles and Research

Agriculture forms the backbone of Egypt’s economy, with the Nile Valley and Delta serving as key production zones for crops like wheat, rice, and clover. However, the sector faces mounting pressure from water scarcity, as it depends almost entirely on the Nile for irrigation, making it necessary to map major crops for assessing Water Use Efficiency (WUE) and informing agricultural planning. In this study, we used machine learning (ML) techniques—specifically Support Vector Machine (SVM) to time-series phenological data and optical indices (Enhanced Vegetation Index (EVI), Bare Soil Index (BSI), Land Surface Water Index (LSWI), Normalized Difference Vegetation Index (NDVI), and …