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Chloris Gayana - Environmental Weed Risk Assessment 2022, Department Of Primary Industries And Regional Development, Western Australia
Chloris Gayana - Environmental Weed Risk Assessment 2022, Department Of Primary Industries And Regional Development, Western Australia
Environmental Weed Risk Assessments
Introducing new plants to an area may have both positive and negative effects on the environment, economy and community. To minimise the negative environmental impact of introducing new agricultural species, DPIRD conducts a risk assessment procedure based on widely accepted scientific standards. This report assesses Rhodes grass (Chloris gayana). Rhodes grass (Chloris gayana) is a warm season or sub-tropical (C4) perennial grass which is both tufted and has stolons (runners). The degree of stoloniferous growth not only varies between varieties but can also vary between different environments and management practices. Vegetative growth is generally 30 to 100 cm in height, …
Clitoria Ternatea - Environmental Weed Risk Assessment 2022, Department Of Primary Industries And Regional Development, Western Australia
Clitoria Ternatea - Environmental Weed Risk Assessment 2022, Department Of Primary Industries And Regional Development, Western Australia
Environmental Weed Risk Assessments
Introducing new plants to an area may have both positive and negative effects on the environment, economy and community. To minimise the negative environmental impact of introducing new agricultural species, DPIRD conducts a risk assessment procedure based on widely accepted scientific standards. This report assesses Butterfly pea (Clitoria ternatea). Butterfly pea, also called blue pea, is a short-lived perennial legume with a semi-erect woody base with fine twining stems and pinnate leaves with 5–7 leaflets. Individual plants may persist for 2–4 years but, where well adapted, have good regeneration from seed, so reseeding is usually not required in permanent pastures. …
Medicago Sativa - Environmental Weed Risk Assessment 2022, Department Of Primary Industries And Regional Development, Western Australia
Medicago Sativa - Environmental Weed Risk Assessment 2022, Department Of Primary Industries And Regional Development, Western Australia
Environmental Weed Risk Assessments
Introducing new plants to an area may have both positive and negative effects on the environment, economy and community. To minimise the negative environmental impact of introducing new agricultural species, DPIRD conducts a risk assessment procedure based on widely accepted scientific standards. This report assesses Lucerne, alfalfa (Medicago sativa). Lucerne (alfalfa) is often called the ‘queen of forages’ and is one of the most important fodder crops in the world. Its nutritional properties, palatability and productivity make it the standard by which other fodders are compared. It is the most widely grown temperate perennial legume in the world and is …
Nebline, January/February 2022
Nebline, January/February 2022
NEBLINE Newsletter Archive from Nebraska Extension in Lancaster County
2021 Extension Highlights
Your Trusted Educational Resource
4-H Programs Engaged 24,313 Youth
A New Year, A New You, A Renewed Community by Emily Gratopp
Garden Guide: Things to Do This Month
Extension’s 2022 Master Gardener Training, Two Sites Available
Upcoming Green Industry Conferences
ProHort Lawn & Landscape Update
2022 Pesticide Applicator Trainings
Crop Production Clinics In-Person and Zoom
Heart of 4-H Volunteer Award: Phil Wharton and Jenny DeBuhr
Watch Chicks Hatch on Egg Cam
4-H Rabbit Show, March 19
Dog Club Accepting New Members, Starts Jan. 10
4-H Club Gives Youth With Special Needs Opportunity to Show Lambs
4-H Announcements …
Soil Resilience And Arbuscular Mycorrhizal Fungi: How Fungi Can Inform Climate Change Mitigation And Adaptation In Maya Milpa Management, Courtney Mathers
Soil Resilience And Arbuscular Mycorrhizal Fungi: How Fungi Can Inform Climate Change Mitigation And Adaptation In Maya Milpa Management, Courtney Mathers
Electronic Theses and Dissertations
In Mexico’s state of Yucatán, climate change impacts like prolonged and less predictable dry season length are manifesting as threats to agricultural production and food security. Nearly two thirds of Yucatán’s population is indigenous, many of whom live in rural communities that rely on rainfed subsistence agriculture (INEGI 2015). Ensuring sufficient food production in the face of climate change relies on the quality of agricultural soils. With both mismanagement of agricultural soils and climate change posing as threats to food production in Mexico, soil management practices that increase a soil quality should be identified and promoted. The primary objective of …
Stylosanthes Seabrana - Environmental Weed Risk Assessment 2022, Department Of Primary Industries And Regional Development, Western Australia
Stylosanthes Seabrana - Environmental Weed Risk Assessment 2022, Department Of Primary Industries And Regional Development, Western Australia
Environmental Weed Risk Assessments
Introducing new plants to an area may have both positive and negative effects on the environment, economy and community. To minimise the negative environmental impact of introducing new agricultural species, DPIRD conducts a risk assessment procedure based on widely accepted scientific standards. This report assesses Caatinga stylo (Stylosanthes seabrana). Stylosanthes seabrana is a perennial legume native to Bahia Region of Brazil. The common name ‘Caatinga’ is a type of subtropical vegetation (xeric shrubland and thorn forest), and an ecoregion characterized by this vegetation in interior north-eastern Brazil. Caatinga stylo is a short-lived perennial and generally lives between 2 to 4 …
The Impact And Outcomes Of Sustainable Intensification Initiatives In Six Countries On Women, Men, And Other Social Groups: A Literature Review, Katherine A. Snyder, Emanuel Sulle
The Impact And Outcomes Of Sustainable Intensification Initiatives In Six Countries On Women, Men, And Other Social Groups: A Literature Review, Katherine A. Snyder, Emanuel Sulle
Faculty of Arts & Sciences, East Africa
This study reviewed over 160 papers and reports in sustainable intensification, with a focus on the target countries of Malawi, Ghana, Ethiopia, Laos, Bangladesh and Nepal. It collected literature by carrying out searched with both scopus and google scholar with specific key words and combinations. This search focused on target regions and countries as well as social equity. Under “sustainable intensification”, we obtained a list of 5493 papers. Sustainable intensification and gender yielded 58, SI in Sub-Saharan Africa produced 545. Country by country the papers were fewer and when gender and social equity were included, the number of papers were …
Selected Dietary Plant-Based Proteins For Growth And Health Response Of Nile Tilapia Oreochromis Niloticus, Tzodoq O. Magbanua, Janice A. Ragaza
Selected Dietary Plant-Based Proteins For Growth And Health Response Of Nile Tilapia Oreochromis Niloticus, Tzodoq O. Magbanua, Janice A. Ragaza
Biology Faculty Publications
Tilapia culture is one of the largest sectors of global aquaculture. Among the different species of tilapia, Nile tilapia (Oreochromis niloticus) is perhaps the top cultured species. The production of Nile tilapia has been continually increasing throughout the years resulting in genetic deterioration. Several tilapia strains with better growth performance and adaptive capability to survive in different culture conditions have been developed to alleviate the crisis. Increased demand for Nile tilapia implies higher farming cost. Plant-based proteins are utilized as partial or complete fishmeal replacements to reduce feed cost. However, these proteins can adversely affect and alter growth …
The Comparison Of Three Different Fecal Egg Counting Techniques And Their Ability To Perform A Fecal Egg Count Reduction Test, Diana J. Summitt
The Comparison Of Three Different Fecal Egg Counting Techniques And Their Ability To Perform A Fecal Egg Count Reduction Test, Diana J. Summitt
Graduate Theses/Dissertations
A comprehensive gastrointestinal parasite control program includes an understanding of common parasites, application of chemotherapeutic agents, as well as frequent and appropriate diagnostic testing. An effective control program is essential for facilities such as animal shelters, that deal with large populations of transient canines with unknown parasite exposure and deworming history. The identification of a sensitive flotation method to evaluate anthelmintic efficacy is critical in monitoring parasite populations for drug resistance. The objective of the current study was to compare three different fecal egg counting technologies and their ability to perform a fecal egg reduction test. The flotation techniques evaluated …
Student Perceptions Of Messages Regarding Genetically Modified Organisms Delivered Using Creative Media, Faith Mills, Casandra K. Cox
Student Perceptions Of Messages Regarding Genetically Modified Organisms Delivered Using Creative Media, Faith Mills, Casandra K. Cox
Discovery, The Student Journal of Dale Bumpers College of Agricultural, Food and Life Sciences
The purpose of this study was to determine how communicating authentic agricultural information using an infographic affects Millennial and Generation Z students’ perceptions of genetically modified organisms (GMO) and to determine the perceptions of college students regarding the infographic used to convey agricultural messages. This study used survey research methods with open- and closed-ended questions administered through Qualtrics. The questionnaire was designed with five sections including a pre-questionnaire, content presentation, post-questionnaire, infographic perception questionnaire, and demographics section. All questions in the pre- and post- questionnaire were focused on the content found in the researcher developed infographic. Overall, participants increased accuracy …
Preventative Weed Management Strategies In Arkansas Tomato Production, Gracie E. Morrison, Matthew Bertucci
Preventative Weed Management Strategies In Arkansas Tomato Production, Gracie E. Morrison, Matthew Bertucci
Discovery, The Student Journal of Dale Bumpers College of Agricultural, Food and Life Sciences
Cost-effective weed suppression is an important consideration for tomato growers. Growers often choose methods which minimize hand labor, as hand weeding can be prohibitively expensive. This project determined economic viability of high tunnel tomatoes treated with several methods of weed control, both organic and chemical. These methods included: 2-week hand weeding, 1-week hand weeding, preemergent herbicide application (plots sprayed with herbicide prior to weed emergence), straw mulch (plots bedded with straw), landscape fabric (plots covered in fabric), and untreated weedy control plots. These six treatments were applied to randomized blocks in a high tunnel. Weeding, planting, and harvesting were all …
Using Poultry To Enhance Food Security In Stann Creek, Belize, Emily Spatz, Lisa S. Wood
Using Poultry To Enhance Food Security In Stann Creek, Belize, Emily Spatz, Lisa S. Wood
Discovery, The Student Journal of Dale Bumpers College of Agricultural, Food and Life Sciences
Food insecurity is a growing issue in developing and developed countries alike, and in countries like Belize, the prevalence of hunger has soared in recent years. Not having access to diets with sufficient calories and nutrients leads to a host of developmental issues, including stunting and cognitive delays. The purpose of this work was to create an all-encompassing manual for small-scale poultry production in order to provide nourishment for the students and staff of a school in Belize. After determining that the best way to meet the school’s needs was through dual-purpose birds, background research was conducted to determine small-scale …
Regenerating Agroecosystems By Overcoming Human Exceptionalism In Designing For Increased Equity Of Benefits From Ecoservices, Ali Loker, Charles A. Francis
Regenerating Agroecosystems By Overcoming Human Exceptionalism In Designing For Increased Equity Of Benefits From Ecoservices, Ali Loker, Charles A. Francis
Department of Agronomy and Horticulture: Faculty Publications
Our commentary explores three critical issues related to ecosystem services. First is how ecoservices are currently designed and implemented primarily for human benefit without concern for how these impact other species. We conclude that awareness of this imbalance is the first step toward meaningful change. Second we observe that human exceptionalism guides most decisions, and ask whether we can overcome this mind-set to embrace ecoregeneration and design of resilient and mutually beneficial agroecosystems. Our attitude toward the challenge and moving toward greater humility about human roles that guide management decisions in the ecosystem is a requisite for change. Third we …
Contents, Discovery Editors
Contents, Discovery Editors
Discovery, The Student Journal of Dale Bumpers College of Agricultural, Food and Life Sciences
No abstract provided.
Letter From The Faculty Editor, Beth Kegley
Letter From The Faculty Editor, Beth Kegley
Discovery, The Student Journal of Dale Bumpers College of Agricultural, Food and Life Sciences
No abstract provided.
Instructions For Authors, Discovery Editors
Instructions For Authors, Discovery Editors
Discovery, The Student Journal of Dale Bumpers College of Agricultural, Food and Life Sciences
No abstract provided.
Agroecology Curriculum Proposal, Emily Kuhn
Agroecology Curriculum Proposal, Emily Kuhn
Pitzer Senior Theses
The purpose of this research is to establish the viability of an Agroecology major at Pitzer College. I begin by problematizing Industrial Agriculture and making a case for Pitzer College to become a higher education leader in the global paradigm shift towards socially and ecologically just food systems. The proposed curriculum compiles pre-existing classes, objectives expanded from the EA field group, and an internship component embedded at five local land-based learning partner sites. I conducted a SWOT (strengths, weaknesses, opportunities, and threats) analysis of the Environmental Analysis field group as a potential host for the agroecology track, including study abroad …
Multidimensional Scaling Analysis Of Sensory Characteristics And Quantitative Traits Inwild Apricots, Rabi̇a Albayrak Deli̇ali̇oğlu, Hati̇ce Dumanoğlu, Veli̇ Erdoğan, Sai̇d Efe Dost, Ali̇ Kesi̇k, Zahi̇de Kocabaş
Multidimensional Scaling Analysis Of Sensory Characteristics And Quantitative Traits Inwild Apricots, Rabi̇a Albayrak Deli̇ali̇oğlu, Hati̇ce Dumanoğlu, Veli̇ Erdoğan, Sai̇d Efe Dost, Ali̇ Kesi̇k, Zahi̇de Kocabaş
Turkish Journal of Agriculture and Forestry
The Cappadocia Region in Central Anatolia, Turkey is rich in wild apricot genetic resources. In this study, a multivariate analysis method of metric and nonmetric multidimensional scaling analysis (MDS) was used to classify 43 wild apricot genotypes and 5 standard cultivars by using Euclidean distance. MDS was applied, based on dissimilarities, to quantitative traits of weight, height, width and thickness of fruit, stone and kernel weight, flesh/stone ratio, total soluble solids content, titratable acidity and pH in fruit juice, and sensory attributes of fruit size and shape, cavity depth, suture (cheek line), fruit apex, fruit attractiveness, skin pubescence, ground and …
Ameliorative Effects Of Nitric Oxide On Growth, Physiology And Biochemistry Of Chickpeaplants Under Salinity Stress, Esi̇n Dadaşoğlu
Ameliorative Effects Of Nitric Oxide On Growth, Physiology And Biochemistry Of Chickpeaplants Under Salinity Stress, Esi̇n Dadaşoğlu
Turkish Journal of Agriculture and Forestry
Salinity is one of the major environmental constraints affecting agriculture in major regions of the world. This study was conducted to evaluate the effect of exogenous nitric oxide (NO) treatments on two chickpea cultivars (Cagatay and Inci) under salt stress conditions. Different NO doses (0. 75 and 100 μM sodium nitroprusside (SNP)) as an NO source were applied to chickpea plants grown under saline (presence of 50 and 100 mM of NaCl) and nonsaline conditions. In this study, plant shoot fresh and dry weight, root fresh and dry weight, chlorophyll a, b, total chlorophyll, chlorophyll reading value (CRV), relative water …
Morphological Characterisation And Volatile Analysis Of Turkish Garlic Genotypes, Selen Akan
Morphological Characterisation And Volatile Analysis Of Turkish Garlic Genotypes, Selen Akan
Turkish Journal of Agriculture and Forestry
Garlic is one of the most important vegetables and used for nutrient and medicinal purposes since ancient times. Deficiency in the detection of high-quality garlic genotypes with a rich biochemical profile is one of the main constraints in limiting the production. Currently, the selection and identification of promising garlic genotypes is a popular target, and to reach the best results it is necessary to clarify discrimination. This study aims to discriminate the garlic genotypes obtained from different cultivation locations in Turkey. For that purpose, firstly, morphological characters including biometric parameters were measured based on 18 morphological traits. Particular correlations related …
The Effects Of Melatonin Application On The Drought Stress Of Different Citrus Rootstocks, Nazan Korkmaz, Mehmet Ati̇lla Aşkin, Hakan Altunlu, Mehmet Polat, Volkan Okatan, İbrahi̇m Kahramanoğlu
The Effects Of Melatonin Application On The Drought Stress Of Different Citrus Rootstocks, Nazan Korkmaz, Mehmet Ati̇lla Aşkin, Hakan Altunlu, Mehmet Polat, Volkan Okatan, İbrahi̇m Kahramanoğlu
Turkish Journal of Agriculture and Forestry
Drought is among the most crucial limiting factors for crop production and is considered a major threat to food security. Rootstock selection is an important approach for drought management. This research was aimed to study the responses of important rootstocks against drought stress and to examine the impacts of melatonin application on the drought stress of these rootstocks. Carrizo citrange, fying dragon, and sour orange were selected for the current study. To test the drought stress, three different irrigation regimes were applicated separately to each rootstock as 100%, 75%, and 50% of water requirement. The melatonin was then tested on …
Assessment Of Safflower Genotypes For Individual And Combined Effects Of Drought And Salinity Stress At Early Seedling Growth Stages, Fatma Kayaçeti̇n
Assessment Of Safflower Genotypes For Individual And Combined Effects Of Drought And Salinity Stress At Early Seedling Growth Stages, Fatma Kayaçeti̇n
Turkish Journal of Agriculture and Forestry
Safflower is a highly valued oilseed crop. Safflower oil is a source of monounsaturated and polyunsaturated fatty acids which are important for a plurality of industries including the edible vegetable oil industry. Safflower is highly resistant to salinity and drought stress, which impede seed germination. Two safflower cultivars and 4 lines were screened against nine levels of osmotic stress treatments (using NaCl0 and PEG 60000 (control), NaCl-0.2, NaCl-0.4, PEG 6000-0.2, PEG 6000-0.4, PEG 6000-0.2+NaCl-0.2, PEG 6000-0.2+NaCl-0.4, PEG 6000-0.4+NaCl-0.2, PEG 6000-0.4+NaCl-0.4 MPa) for 8 days at seed germination stage. The osmotic stress was observed to induce a negative effect on the …
Integrated Application Of Plant Growth Promoting Rhizobacteria And Biochar Improves Salt Tolerance In Eggplant Seedlings, Razi̇ye Kul
Turkish Journal of Agriculture and Forestry
A pot study was conducted to determine the effects of the combination of plant growth promoting rhizobacteria (PGPR) and biochar on the growth, physiological, and biochemical characteristics of eggplant seedlings under salinity stress. The greenhouse experiment included two salinity levels of NaCl [S0 (0 mM NaCl) and S1 (100 mM NaCl)], three biochar levels [B0 (non-biochar), B1 (5%) and B2 (10%)] and two PGPR [R0 (non-PGPR), R1 (combination of Bacillus megaterium TV-6D, Paenibacillus polymyxa KIN- 37, and Pantoea agglomerans RK92). Results showed that plant growth, relative leaf water content (LRWC), and chlorophyll content of eggplant seedlings decreased significantly, while malondialdehyde …
Biochemical Content Of Cherry Laurel (Prunus Laurocerasus L.) Fruits With Edible Coatings Based On Caseinat, Semperfresh And Lecithin, Yasemi̇n Yavuz Abanoz, Zühal Okcu
Biochemical Content Of Cherry Laurel (Prunus Laurocerasus L.) Fruits With Edible Coatings Based On Caseinat, Semperfresh And Lecithin, Yasemi̇n Yavuz Abanoz, Zühal Okcu
Turkish Journal of Agriculture and Forestry
Cherry laurel is one of the most important cherry species and naturally grown in Black sea region in Turkey. Its fruits are sold at high price in local markets in northern parts of Turkey. Cherry laurel fruits are very perishable with a limited shelf life due to a high metabolic activity and susceptibility to mechanical damage and microbial attack. The effect of edible coatings (EC) based on caseinat, Semperfresh and lecithin on the fruit quality, bioactive content and antioxidant activity of cherry laurel fruits stored at 4 ± 1 °C for 15 days was evaluated. The EC fruits compared with …
Louisiana Agriculture Winter, 2022, Lsu Agcenter
Louisiana Agriculture Winter, 2022, Lsu Agcenter
Louisiana Agriculture
Louisiana’s agricultural and natural resources continue to be under attack from a wide variety of invasive species. Some are new to the state, while others have been here for a long time. This issue of Louisiana Agriculture highlights the broad range of research activities being conducted by LSU AgCenter scientists to understand how invasive species survive and thrive and to identify effective means of controlling or limiting their damage in the state.
Regenerative Agriculture Effects On Invertebrate And Bird Communities And Insect-Provided Ecosystem Services, Alex Michels
Regenerative Agriculture Effects On Invertebrate And Bird Communities And Insect-Provided Ecosystem Services, Alex Michels
Electronic Theses and Dissertations
Conventional agricultural practices can have unintended consequences on the environment and wildlife. Insects and birds are declining at rapid rates around the world, and the current conventional agricultural paradigm is a major driver through habitat loss and the intensification of production. Invertebrates in agroecosystems provide services to both farmers and the rest of society. Regenerative systems may promote the functioning of an agroecosystem by influencing invertebrate abundance, diversity, and ecosystem services and mitigate bird and insect declines through conservation practices that increase soil health, reduce disturbances, and increase biological diversity. Here I address knowledge gaps of the effects of regenerative …
Effects Of Buried Wood On The Development Of Populus Tremuloides On Various Oil Sands Reclamation Soils, Kaitlyn E. Trepanier, Laura Manchola-Rojas, Bradley D. Pinno
Effects Of Buried Wood On The Development Of Populus Tremuloides On Various Oil Sands Reclamation Soils, Kaitlyn E. Trepanier, Laura Manchola-Rojas, Bradley D. Pinno
Aspen Bibliography
Buried wood is an important but understudied component of reclamation soils. We examined the impacts of buried wood amounts and species on the growth of the common reclamation tree species trembling aspen (Populus tremuloides). In a greenhouse study, aspen seedlings were planted into four soil types, upland derived fine forest floor-mineral mix (fFFMM), coarse forest floor-mineral mix (cFFMM), and lowland derived peat and peat-mineral mix (PMM), that were mixed with either aspen or pine wood shavings at four concentrations (0%, 10%, 20% and 50% of total volume). Height and diameter growth, chlorophyll concentration, and leaf and stem biomass were measured. …
Fruits Of Our Labor: Exploring The Impacts Of A Nonprofit Seed Bank On Indigenous Communities In The Southwestern United States, Rachel Mary Davis
Fruits Of Our Labor: Exploring The Impacts Of A Nonprofit Seed Bank On Indigenous Communities In The Southwestern United States, Rachel Mary Davis
Graduate Research Theses & Dissertations
This thesis explores the ways that the nonprofit Native Seeds/SEARCH, of Tucson, Arizona interfaces with Indigenous communities and the local seed and food systems in the Southwest United States. The thesis argues that Native seed and food sovereignty have different meanings for different Indigenous people, and that nonprofits working with Indigenous communities need to consider input from them when deciding how to catalogue, regenerate and sustain healthy grow outs for the future, especially in the light of climate change and drought.
Growing Meat On Plants: Using Intermediate Cbd-Rgd Fusion Proteins To Improve Bovine Satellite Cell Attachment On Cellulose-Based Scaffolds, Julian Cohen
Pitzer Senior Theses
Cellular agriculture is an emerging technology aiming to replace existing methods for animal agriculture with tissue engineering and cell culture-based technologies. Cultured meat falls within this purview, using a biomimetic approach to recreate animal muscle tissue through tissue engineering. In the attempt to diminish the necessity of animal-derived materials within this process, plant-based scaffolds can be used as a substrate upon which stem cells are cultured. Due to the unfavorable environment of cellulose for mammalian cell-surface proteins, the approach was taken of coating cellulose nanofiber films with a fusion protein composed of a cellulose binding domain (CBD) protein and the …
Corn Nitrogen Nutrition Index Prediction Improved By Integrating Genetic, Environmental, And Management Factors With Active Canopy Sensing Using Machine Learning, Dan Li, Yuxin Miao, Curtis J. Ransom, Gregory Mac Bean, Newell R. Kitchen, Fabián G. Fernández, John E. Sawyer, James J. Camberato, Paul R. Carter, Richard B. Ferguson, David W. Franzen, Carrie A.M. Laboski, Emerson D. Nafziger, John F. Shanahan
Corn Nitrogen Nutrition Index Prediction Improved By Integrating Genetic, Environmental, And Management Factors With Active Canopy Sensing Using Machine Learning, Dan Li, Yuxin Miao, Curtis J. Ransom, Gregory Mac Bean, Newell R. Kitchen, Fabián G. Fernández, John E. Sawyer, James J. Camberato, Paul R. Carter, Richard B. Ferguson, David W. Franzen, Carrie A.M. Laboski, Emerson D. Nafziger, John F. Shanahan
United States Department of Agriculture-Agricultural Research Service / University of Nebraska-Lincoln: Faculty Publications
Accurate nitrogen (N) diagnosis early in the growing season across diverse soil, weather, and management conditions is challenging. Strategies using multi-source data are hypothesized to perform significantly better than approaches using crop sensing information alone. The objective of this study was to evaluate, across diverse environments, the potential for integrating genetic (e.g., comparative relative maturity and growing degree units to key developmental growth stages), environmental (e.g., soil and weather), and management (e.g., seeding rate, irrigation, previous crop, and preplant N rate) information with active canopy sensor data for improved corn N nutrition index (NNI) prediction using machine learning methods. Thirteen …