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Relationships Between Lower Body Anthropometrics And Vertical Force-Velocity Profiles In Collegiate American Football Players, Nicholus Adam Despot

Doctoral Dissertations and Projects

The study examined the relationships between lower-body anthropometric characteristics and vertical force-velocity profiles in collegiate American football players. Although the use of force-velocity profiling has increased significantly in recent years, there has been limited research on the association between structural features and key mechanical outputs. A sample of 16 NAIA football players was used to examine how skeletal breadths, girths, and derived ratios relate to key force-velocity metrics. Anthropometric variables were collected using ISAK standards, while force-velocity profiles were obtained through a series of loaded squat jumps on a force platform. Mean propulsive force, velocity and power were used to …

Cells And Networks In Flux: Rethinking Ontogenesis And Pathogenesis, Mark L. Tykocinski

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Organ and tissue functions emerge from the coordinated activity of cell networks. Therapeutics that act on pathogenic cell networks, modulating their cellular interplay, follow naturally. Over several decades, our laboratory has developed a series of approaches for rewiring cell networks, culminating in a class of cell surface-directed signal converter proteins (SCPs) that do so by modulating juxtacrine and autocrine signaling in and among their nodal cells. A first such SCP has now produced encouraging clinical data for cancer immunotherapy. Yet, these early network-directed fusion proteins rest on a deliberately simplified picture: discrete end-cell types plugged into graphically tractable networks. That …

Policy System Of Us Bioeconomy Based On “3ms” Framework, Jingyan Zhou, Nianping Tian, Xuehui Jin, Cuijuan Yin

Bulletin of Chinese Academy of Sciences (Chinese Version)

The United States is a dominant power in the global bioeconomy. An in-depth analysis of its policy system characteristics holds significant reference value for China to further formulate China’s bioeconomy strategy and drive the development of China’s bioeconomy. This study employs the “3Ms” policy analysis framework to conduct a comprehensive analysis of the US bioeconomy policy from three dimensions: macro strategy, meso architecture, and micro structure. The research reveals that the US bioeconomy policy demonstrates the following characteristics in the macro strategy: being systematic, comprehensive, and scientifically decision-making; in the meso architecture: forming government-congressional cooperation and multi-party collaboration; and in …

The Invisible Crop: Harnessing Root System Architecture In Heirloom Collards For Climate-Resilient Urban Agriculture, Vincent Antonio Brazelton

Arts & Sciences Graduate Student Theses and Dissertations

Growing food in urban spaces often means working within variable, resource-limited environments, creating a need for crops that can withstand heterogeneous growing conditions. Heirloom collards (Brassica oleracea var. viridis) are known for their aboveground diversity and cultural importance, but much less is known about the variation that exists belowground. This dissertation examines root system architecture (RSA) diversity across 19 historically underutilized heirloom collard accessions using a multi-scale phenotyping approach that includes controlled gel-based imaging of seedlings and 2D imaging of mature field-grown root systems. Across both seedling and mature stages, heirloom collards showed substantial variation in RSA. These differences revealed …

Analysis Of Early Menopause And Endometriosis Genetics Merit In Use Of Polygenic Risk Assessments For Prediction, Emily Solomon

Graduate Student Dissertations, Theses, Capstones, and Portfolios

Endometriosis and Early Menopause are reproductive conditions that are under research in women's health. Both conditions impact a woman’s quality of life through severity of symptoms and associated risk factors and are influenced by genetic, hormonal and environmental elements. Both conditions have extensive and growing genetic knowledge that is being used to calculate either an increased or decreased risk of condition development. The array of genetic data shows promises in predicting risk for both conditions, as well as certain symptoms, to contribute to a personalized predictive tool to guide management of care. Endometriosis benefits from a potential polygenic risk assessment …

The Influence Of Circadian Rhythm Disruption And Apoe4 On The Prognosis And Progression Of Alzheimer’S Disease, Kayla Bradby

Graduate Student Dissertations, Theses, Capstones, and Portfolios

Alzheimer’s disease is characterized by cognitive decline and memory loss and is the most common form of dementia. Genetic factors such as apolipoprotein E have been significantly associated with AD development and progression, most specifically the APOE4 isoform. Emerging evidence has shown that when the body’s circadian rhythm, the 24-hour dark/light cycle, is disrupted, the potential to develop a neurodegenerative disease such as AD increases. The purpose of this literature review is to examine the relationship between AD, circadian rhythm, and the APOE isoforms. This review puts a particular emphasis on the APOE4 isoform, as it has been shown to …

Food Insecurity Among Freshman Male Collegiate Athletes At A Historically Black University In Maryland, Petita Cue Rentz

Walden Dissertations and Doctoral Studies

Food insecurity is an emerging public health issue impacting collegiate student-athletes enrolled at Historically Black Universities (HBUs). Recent research revealed that 63% of football players have reported some form of food insecurity which disproportionately impacts Black athletes at higher rates. The purpose of this qualitative study was to explore the lived experiences and dietary behaviors of freshman male collegiate student-athletes who lacked access to food despite receiving athletic scholarships in a publicly funded HBU in Maryland. The research questions for this qualitative study focused on exploring the lived experiencing of Black male athletes who were experiencing food insecurity at an …

Mindful Parenting And Toddlers' Food Responsiveness: The Role Of Controlling Feeding Practices, Qingyu Jiang, Holly Wilhite, Natalie A. Williams, Dipti A. Dev, Caron A. C. Clark, Pearl Avari, Sarah B. Ladd

Journal of Extension

Controlling feeding practices may negatively impact children's eating behaviors. Mindful parenting may offer a promising way to reduce the use of these practices. This study examined the mediating role of pressuring children to eat and using food as a reward in the association between mindful parenting and toddlers' food responsiveness. Results indicated that higher levels of mindful parenting were associated with lower pressuring to eat, which was related to lower food responsiveness in toddlers. The results may inform Extension professionals providing mindfulness strategies for mothers of young children to improve feeding practices, ultimately reducing children's unhealthful eating behaviors.

Dissecting Tumor Evolution And Immune Composition In Prc2 Loss (H3k27me3 Loss) Vs Retained Mpnst, Kuangying Yang

Arts & Sciences Graduate Student Theses and Dissertations

Malignant peripheral nerve sheath tumors (MPNSTs) are aggressive sarcomas that arise sporadically or in the setting of neurofibromatosis type 1 (NF1). Although benign plexiform neurofibromas (PNs) are common in NF1, only a subset undergo malignant transformation, and the molecular events that define high-risk progression remain incompletely understood. A major axis of biological heterogeneity in MPNST is loss of Polycomb Repressive Complex 2 (PRC2), commonly detected through loss of H3K27me3 and frequently mediated by alterations in SUZ12 or EED. This dissertation integrates three manuscript-based studies to define genomic resources, tumor-intrinsic vulnerabilities, and immune microenvironmental remodeling in NF1-associated peripheral nerve sheath tumors, …

Osteoporosis Knowledge, Health Beliefs, And Calcium Intake Among Malaysian Chinese Adults In Perak: A Cross-Sectional Study, Thean Hui Ru, Nurul Aimi Ab Kadir, Fatin Izzaty Mohd Shahrin

Makara Journal of Health Research

Background: The Malaysian Chinese population records the highest national prevalence of osteoporotic hip fractures. This study investigated the relationships between osteoporosis knowledge, health beliefs, and calcium intake among Malaysian Chinese adults.

Methods: A cross-sectional study was conducted among 205 Malaysian Chinese adults in Kampar, Perak, using the adapted Osteoporosis Prevention and Awareness Tool (OPAAT), Osteoporosis Health Belief Scale (OHBS), and a 30-item Food Frequency Questionnaire (FFQ).

Results: Participants demonstrated low osteoporosis knowledge (6.84 ± 2.92), with low perceived susceptibility (14.87 ± 5.00), moderate perceived seriousness (17.81 ± 5.20), and barriers to calcium intake (15.61 ± 4.15), and …

Hemodynamic Characterization Of Cardiac Dysfunction After Traumatic Brain Injury Using A Controlled Cortical Impact Model In Male Rats, Preston So, Amit Iyengar, Noah Weingarten, Mrinal Patel, Jessica Dominic, Andrew Belec, Joyce Ho, Samuel Shin, Pavan Atluri

Division of Cardiology Faculty Papers

Traumatic brain injury (TBI) is associated with cardiovascular dysfunction that worsens clinical outcomes, yet the underlying mechanisms are poorly under stood. Clinical studies are limited by heterogeneity, highlighting the need for con trolled experimental models. Controlled cortical impact (CCI) provides precise control of injury severity, and invasive pressure- volume (PV) loop analysis allows detailed hemodynamic assessment. Adult male Wistar rats underwent sham op eration or mild or severe CCI- induced TBI. PV- loop assessment and transtho racic echocardiography were performed at 8 or 24 h after TBI or sham. Serum epinephrine (EPI) and norepinephrine (NE) were quantified by ELISA. At …

Integrative Rna-Seq Analysis Reveals Stress Type-Dependent Lncrna-Centered Co-Expression Networks Across Human Cellular Stress Contexts, Christina Anastasiadi, Aggeliki Kasapi, Ioannis Sentementes, Vasileios Gouzouasis, Margaritis Tsifintaris, Antonis Giannakakis

Computational Medicine Center Faculty Papers

Long non-coding RNAs (lncRNAs) are emerging as important regulators of cellular adaptation to environmental and molecular stress, but the extent to which their responses remain reproducible and stress-type-dependent across human stress conditions remains unclear. Here, we performed an integrative transcriptomic meta-analysis of human stress-response datasets from ASTRA and GEO, focusing on normal, non-cancerous, wild-type human cell lines exposed to oxidative stress (H2O2), hypoxia, heat stress, or UV-induced DNA damage. Gene Ontology (GO) enrichment analysis of differentially expressed (DE) protein-coding mRNAs confirmed that the resulting stress-stratified comparison captured biologically coherent transcriptional programmes to oxidative stress signaling, hypoxic and metabolic adaptation, heat-induced …

Differential Effects Of Thiamine, Bap, And Thidiazuron Combinations On Shoot Multiplication And Phenolic-Flavonoid Accumulation In Pineapple In Vitro Cultures, Dinda Septia Rachman, Erni Suminar, Anne Nuraini, Fiky Yulianto Wicaksono, Suseno Amien, Syariful Mubarok, Hermanto

Jurnal Kultivasi

The demand for high-quality pineapple (Ananas comosus (L.) Merr.) planting materials continues to increase, while conventional propagation methods are limited in multiplication rate, uniformity, and production efficiency. In vitro culture offers an alternative approach for rapid and large-scale seedling production. However, information on the effects of thiamine and cytokinin combinations on both shoot multiplication and phenolic-flavonoid accumulation in pineapple in vitro remains limited. This study evaluated ten defined combinations of thiamine and cytokinin for shoot multiplication and total phenolic-flavonoid contents of pineapple explants. The experiment employed a completely randomized design with 10 treatment combinations of thiamine (0.1 and 0.4 mg/L), …

Enhancing Tea Productivity Through Integrated Fertilization And Pruning Management: A Review, Intan Ratna Dewi Anjarsari, Murgayanti, Muhamad Kadapi, Syariful Mubarok, Uum Umiyati, Salsabilah, Alifatul Azmi, Afifah Putri Ramadhan, Trifani Hana Husniah, Rosita, Azkal Azkiya

Jurnal Kultivasi

Tea productivity is strongly influenced by agronomic management practices, particularly fertilization and pruning, which play critical roles in regulating plant growth, physiological performance, and shoot regeneration. This review aims to synthesize current scientific evidence on how integrated fertilization and pruning management can sustainably enhance tea productivity. A narrative review approach was employed by collecting and analyzing peer-reviewed articles published between 2015 and 2025 from reputable databases, including Google Scholar and major international journals. The review highlights that balanced fertilization strategies, combining inorganic, organic, and biofertilizers, significantly improve nutrient availability, photosynthetic efficiency, and shoot yield. Pruning, when properly timed and executed, …

The Effects Of Melatonin And Potassium Fertilizer On Fruit Yield And Quality Of ‘Haruhi’ Strawberry Under Two Light Conditions, Ghaida Marsha Nurizqia, Farida, Reginawanti Hindersah, Kenji Endo, Rahmat Budiarto, Syariful Mubarok

Jurnal Kultivasi

Strawberry (Fragaria × ananassa) ‘Haruhi’ is a subtropical plant that is being cultivated in Indonesia. High temperatures in tropical climates could decrease strawberry yield and fruit quality. The purpose of this study was to evaluate the effect of light, melatonin, potassium fertilizers, and their interactions on the yield and fruit quality of ‘Haruhi’ strawberry. This research was conducted from April to June 2024 at the Bale Tatanen, Faculty of Agriculture, Universitas Padjadjaran. A split-plot design was used, with lighting treatment as the main plot and melatonin and potassium fertilizer treatments as the subplot. Lighting treatments consisted of supplemental LED lighting …

The Effectiveness Of Bacillus-Coated Npk Fertilizer On Broccoli Growth, Nutrient Status, Rhizosphere Bacillus Population, Yield, And Flower Quality, Betty Natalie Fitriatin, Rara Rahmatika Risanti, Reginawanti Hindersah, Fasa Aditya Hanindipto, Gita Bina Nugraha

Jurnal Kultivasi

Efforts to increase the availability of macronutrients in soil have relied on inorganic fertilization, particularly NPK fertilizers. However, global challenges in the fertilizer raw material supply chain, including price fluctuations and availability, are driving the need for more efficient and sustainable fertilizer alternatives. The field experiment was conducted in Baruajak, Lembang District, West Java, Indonesia, to evaluate the effectiveness of Bacillus-coated NPK fertilizer on broccoli (Brassica oleracea var. italica) growth, nutrient status, rhizosphere Bacillus population, yield, and flower quality. The experiment used a randomized complete block design with 15 fertilizer treatments and three replications. Treatments consisted of two coated NPK …

Profiling Arbutin As A Potent Cholinesterase And Gsk-3Β Inhibitor And Evaluating Its Cytotoxicity In Sh-Sy5y Cells For Alzheimer’S Disease Therapy, Shirin Tarbiat, Tuğba Bal, Deni̇z Gülmez

Turkish Journal of Biology

Background/aim: Alzheimer’s disease (AD) is a neurodegenerative disorder linked to cognitive decline and memory loss, marked by hyperphosphorylated tau tangles and decreased acetylcholine levels, which are affected by acetylcholinesterase (AChE) and butyrylcholinesterase (BuChE) activity. Glycogen synthase kinase-3 beta (GSK-3β) also plays a role in AD through abnormal activation. In this study, the potential of β-arbutin to inhibit cholinesterases and GSK-3β was investigated, utilizing in vitro assays, cytotoxicity analysis, and molecular docking simulations to explore its therapeutic implications.

Materials and methods: Ellman’s technique was used to test the inhibitory effects of arbutin on cholinesterase enzymes. An ATP-Glo luminescent assay kit was …

Probiotic Intervention In Colorectal Cancer: The Cytotoxic And Apoptotic Potential Of Lactobacillus Cell-Free Supernatants, Bahar Yilmaz, Berna Erdal

Turkish Journal of Biology

Background/aim: Failures in the treatment of colorectal cancer (CRC) have increased scientific interest in the potential of the bioactive compounds contained in cell-free supernatants (CFSs) obtained from probiotic bacteria for cancer treatment. The aim in this study was to investigate the effects of CFSs obtained from Lactobacillus delbrueckii subsp. bulgaricus (L. bulgaricus) and Lactobacillus paracasei subsp. paracasei (L. paracasei) on colorectal cancer cell lines (HT-29 and Caco-2) and a healthy colon epithelial cell line (CCD841 CoN).

Materials and methods: Cytotoxic effects on the cell lines were determined by MTT assay. In line with the IC50 values obtained, morphological changes were …

Antiatopic Dermatitis Activity Of Lissachatina Fulica Mucin: Network Pharmacology Analysis And Experimental Validation, Atin Supiyani, Wasmen Manalu, Lina Noviyanti Sutardi, Mawar Subangkit, Andriyanto Andriyanto

Turkish Journal of Biology

Background/aim: Lissachatina fulica mucin (LFM) has been used as a nutraceutical, therapeutic agent, and cosmetic ingredient. The bioactivity of mucin depends on bioactive compounds whose composition is strongly influenced by the snail’s diet. This study investigated the bioactive compounds in L. fulica mucin as potential therapeutic agents for atopic dermatitis (AD).

Materials and methods: LFM was collected from snails fed long beans and melon rinds for 4 weeks, freeze-dried, and analyzed using liquid chromatography–mass spectrometry followed by network pharmacology (NP) analysis to identify its bioactive compounds. A total of 60 BALB/c mice were sensitized on the dorsal skin with 1% …

The N-Terminal, Wd40, And C-Terminal Domains Of Wdr-31 Control Ciliary Localization And Cooperate With Elmod/Rp2 Gaps To Maintain Membrane Compartmentalization, Sebi̇ha Çevi̇k, Fatma Güzel

Turkish Journal of Biology

Background/aim: WD40 repeats are found in many ciliary proteins. Although the WD40 repeat-containing WD repeat-containing protein 31 (WDR-31) is known to regulate ciliary protein trafficking and morphology, the specific contributions of its N-terminal, WD40, and C-terminal domains to protein localization and ciliary gate integrity remain unclear. Aim of this study is to dissect the functional roles of WDR-31 domains by investigating their contributions to ciliary localization, ciliary protein trafficking, and gate integrity.

Materials and methods: Using CRISPR/Cas9 technology, we generated Caenorhabditis elegans strains with in-frame deletions that removed the N-terminus (WDR-31(ΔN)), WD40 (WDR-31(ΔWD)), and C-terminus (WDR-31(ΔC)). We next examined the …

Discovery And Functional Characterization Of Novel Programmed Death-Ligand 1 Monoclonal Antibodies, Nurşah Ersezen, Mai̇de Şeker, Arzu Aysan, Durmuş Akdoğan, Mehmet Ender Avci, Asli Kurden Pekmezci̇, Si̇bel Kalyoncu Uzunlar, Mehmet İnan, Tamer Yağci

Turkish Journal of Biology

Background/aim: Targeted therapies with monoclonal antibodies provide cancer patients with better prognosis and diseasefree survival. The blockade of immune checkpoints, including programmed cell death protein-1 (PD-1) and its ligand PD-L1, with monoclonal antibodies may boost immune responses against tumors and is regarded as an effective strategy in cancer immunotherapy. We describe the generation of anti-PD-L1 monoclonal antibodies with high affinity and specificity, and we assess their potential for therapeutic use in cancer.

Materials and methods: Hybridomas were selected for PD-L1 specificity and cross-reactivity with other immune checkpoint proteins and PD-L1 orthologs using indirect ELISA. Immunofluorescence and Western blotting assays were …

Rickettsia Africae Discovered In A Short-Term Urban Traveller To South Africa: A Case Report, Zunairah Sikder

Binghamton University Undergraduate Journal

Rickettsia Africae is a pathogen that causes African tick-bite fever (ATBF). Transmission typically occurs from ticks within the Central and South African regions. Previous studies suggested that ATBF is not uncommon amongst travelers to rural sub-Saharan Africa, especially during the rainy months of November through April. However, this case report highlights a woman who contracted ATBF in novel conditions. The 70-year-old woman reported travelling strictly to and from the local church and hotel for her four-day stay in July. After returning to America, the patient experienced extreme irritation on her arm, as well as complaints of headaches. She presented to …

A Message From The Managing Editor, Carissa Bayack

Binghamton University Undergraduate Journal

A message from the 2025-2026 Managing Editor of the Binghamton University Undergraduate Journal, Carissa Bayack.

For Weight Loss: Why Do Glp-1 Agonists Work, And How Can We Make Them Work Better?, Charlise Giang, Jieyi Meng, Mahmoud Ali Mohammad, Zhenqi Liu, Xinle Wu, Yi Zhu

Children’s Nutrition Research Center Staff Publications

Glucagon-like peptide 1 receptor agonists (GLP-1RAs) have revolutionized the management of not only type 2 diabetes but also obesity. However, even with rapid therapeutic advances in GLP-1RAs, questions regarding the fundamental principles of GLP-1-mediated weight loss and the enhanced efficacy of next-generation therapies remain. In this comprehensive review article, we first examine the milestones of GLP-1, from its initial discovery and biological characterization to its successful translation into clinical therapy. Furthermore, this review highlights the latest clinical trial data, specifically HbA1c reduction, weight-loss efficacy, and safety profiles, while exploring current pipelines of major pharmaceutical companies. Additionally, we delineate the mechanistic …

Performance Of Dual-Form Terminalia Catappa Organic Fertilizers On Sweet Corn Yield And Economic Viability In Tropical Highlands, Stefina Liana Sari, Eso Solihin, Rahmat Budiarto

Jurnal Kultivasi

Recycling underutilized plant biomass into organic fertilizers underpins low-input cropping strategies, but liquid and solid formulations derived from a common feedstock have seldom been evaluated side by side under field conditions. This study aimed to (i) characterize the physicochemical properties and safety profile of a liquid organic fertilizer (LOF) and a crumb-type organic fertilizer (COF) co-produced from Terminalia catappa leaf compost, (ii) compare their effects on sweet corn growth and yield, (iii) determine relative agronomic effectiveness (RAE), and (iv) evaluate economic feasibility of the most promising organic–inorganic combinations. We produced LOF and COF through aerobic composting of Terminalia catappa leaves …

Metabolic Dynamics Of Secondary Metabolites In Arabica Coffee (Coffea Arabica): From Biosynthesis To Post-Harvest Transformations, Kamilrashid Hadi Dwitama, Yudithia Maxiselly, Cucu Suherman, Santi Rosniawaty

Jurnal Kultivasi

Coffee (Coffea arabica) is a globally significant beverage whose sensory profile and physiological effects derive from a complex matrix of secondary metabolites. This review presents a comprehensive "lifecycle" perspective of three pivotal classes: the alkaloid caffeine, phenolic chlorogenic acids (CGA), and the diterpenoids cafestol and kahweol. Here, 'lifecycle' defines a metabolite's continuous biochemical trajectory, tracking its genetic origin and ecological function in the plant through structural modifications during fermentation, drying, storage, and roasting. These classes are highlighted because they serve as the primary drivers of bitterness, acidity, and health bioactivities with fundamentally distinct transformational pathways. Following a systematic methodology, this …

Synthesis, Utilization And Biological Evaluation Of Β-Hairpin Peptides As Inhibitors Of Immune Checkpoints, Sarah Naylon

Electronic Theses and Dissertations

Peptide therapeutics have emerged as promising alternatives to monoclonal antibodies because of their smaller size, improved tissue penetration, and synthetic versatility. Yet their broader application is often limited by poor structural stability, rapid clearance, and reduced target residence times. This dissertation describes the design, synthesis, structural characterization, and biological evaluation of β-hairpin peptides as inhibitors of immune checkpoints and as peptide vaccine scaffolds while developing strategies to overcome these limitations. At first a series of antibody-derived β-hairpin peptides (mimics of complementary determining region heavy-chain 3: CDR-H3s) as covalent inhibitors of the PD-1/PD-L1 immune checkpoint were investigated. Electrophilic warheads were incorporated …

Effects Of Ab Mix Hydroponic Solution And Ameliorant Mixtures On Cayenne Pepper Growth And Yield In An Inceptisols, Tien Turmuktini, Betty Natalie Fitriatin, Tualar Simarmata, Firda Widayanti, Nuryanti, Lia Amalia, Elly Roosma Ria, Linlin Parlinah

Jurnal Kultivasi

Cayenne pepper (Capsicum frustescens L.) cultivation faces several problems, including acidic pH and inadequate nutrient management. These problems can be addressed by using a mixture of various ameliorants and AB mix nutrient solutions. This study aimed to determine the effect of ameliorant mixture dosage and AB mix solution concentration on soil chemical properties, growth, and yield of cayenne pepper. The experiment used a randomized block design, consisting of two factors: nutrient solution concentration and ameliorant dosage. The factor of nutrient solution concentration consisted of four levels, i.e., 700, 1000, 1300, and 1600 ppm, while the factor of ameliorant dosage also …

Genetic Diversity And Rhizome Flesh Color Variation Among Indonesian Turmeric (Curcuma Longa L.) Accession Revealed By Ssr Markers, Suseno Amien, Marisa Anggraeni, Agung Karuniawan, Noladhi Wicaksana

Jurnal Kultivasi

Turmeric (Curcuma longa L.) is a rhizomatous plant widely cultivated in Indonesia. Although recent studies have demonstrated that simple sequence repeat (SSR) markers are highly effective for assessing genetic diversity in Curcuma longa germplasm, most investigations have focused either on molecular diversity or breeding-oriented germplasm characterization traits of agronomic without integrating phenotypic commercial importance, particularly rhizome flesh color. The study was conducted from February to May 2026. This study aimed to evaluate the genetic diversity, phylogenetic relationships, and rhizome flesh color variation among Indonesian turmeric accessions collected by Plant Breeding Laboratory at the Faculty of Agriculture, Universitas Padjadjaran, and was …

Palmnet: Confidence-Calibrated Edge-Cloud Ai For Field Diagnosis Of Date Palm Diseases, Muntadher Kareem, Raed Majeed

Karbala International Journal of Modern Science

Date palm (Phoenix dactylifera L.) is a cornerstone crop for Iraq and the wider MENA region, yet reliable in-field diagnosis of leaf disorders remains slow, labour-intensive, and constrained by a limited pool of agronomists. This paper presents PalmNet, a full-stack diagnostic system that classifies nine leaf conditions through a calibrated edge-cloud framework. The system is developed and evaluated on a public dataset of 3,089 field images spanning the nine classes, using a 70/15/15 stratified split. A ShuffleNetV2 student network, distilled from a ConvNeXt-Tiny teacher, is deployed on two complementary edge endpoints: a Raspberry Pi Zero 2 W field station …