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Understanding Missing National Agriculutral Statistics Survey Yields, William Hence Duncan May 2024

Understanding Missing National Agriculutral Statistics Survey Yields, William Hence Duncan

Masters Theses

This thesis consists of two chapters that explore factors that impact a corn and soybean yield is not reported by United States Department of Agricultural National Agricultural Statistics Service (NASS). These yields are important to several stakeholders for decision making and government program payments. The objective of the first chapter is to determine factors that impact the likelihood of a NASS corn or soybean yield are reported at the county-level. Factors such as county land coverage as well as average farm size are observed. The second chapter specifically compares NASS yields to alternative yield data across Tennessee. A spatial analysis …


In-Silico Analysis For Structural And Functional Characterization Of Phosphorus-Starvation Tolerance 1 (Pstol1) Gene, Quratulain Mehdi Khan, Muhammad Aqeel, Maryam Murtaza, Wajya Ajmal, Muhammad Uzair, Sajid Fiaz, Kotb A. Attia, Asmaa M. Abushady, Itoh Kimiko, Muhammad Ramzan Khan, Ghulam Muhammad Ali Apr 2024

In-Silico Analysis For Structural And Functional Characterization Of Phosphorus-Starvation Tolerance 1 (Pstol1) Gene, Quratulain Mehdi Khan, Muhammad Aqeel, Maryam Murtaza, Wajya Ajmal, Muhammad Uzair, Sajid Fiaz, Kotb A. Attia, Asmaa M. Abushady, Itoh Kimiko, Muhammad Ramzan Khan, Ghulam Muhammad Ali

Turkish Journal of Agriculture and Forestry

As an important macro element for all living cells, phosphorus is essential in agricultural production systems as well and is required in large quantities by elite varieties of crops to maintain yields. Approximately 70% of worldwide cultivated land suffers from phosphorous deficiency, and it has recently been estimated that worldwide phosphorous resources will be shattered by the end of this century thus increasing the demand for crops to be more efficient in their P usage. A greater understanding of how plants can maintain yield with lower phosphorous availability is highly desirable to both breeders and farmers, therefore, significant to develop …


The Plants Database: Providing Basic Plant Information, J S. Peterson, J F. Henson, W Oaks, J T. Kartesz Feb 2024

The Plants Database: Providing Basic Plant Information, J S. Peterson, J F. Henson, W Oaks, J T. Kartesz

IGC Proceedings (1997-2023)

The PLANTS database provides basic plant information to the United States Department of Agriculture (USDA), Natural Resources Conservation Service (NRCS), its clients, cooperators, and the general public via the World Wide Web (Fig. 1). The foundation of PLANTS is a taxonomic backbone (checklist) of the vascular and nonvascular plants of North America (north of Mexico) and United States territories in the Caribbean and Pacific regions. Attribute data are appended to this backbone pertaining to distribution, vegetative specifications, nativity, federal and state status, crop data, growth form, growth parameters, species abstracts, and images.


Investigating The Effect Of Agronomic Factors On Microbiome Of Horticulture Produce, Maryada Bohra Nov 2023

Investigating The Effect Of Agronomic Factors On Microbiome Of Horticulture Produce, Maryada Bohra

ORBioM (Open Research BioSciences Meeting)

The ranged microbiome in fruits and vegetables contributes substantially to the health of vegetation which, in effect, benefits human health. These microorganisms undertake an extensive variety of responsibilities including flavour creation, ripening and health preservation via the production of second-generation metabolites. There is limited information however on the influence of agronomic practices such as crop ripening stage at harvest, storage, packing material and how they impact the microbiome of the crop itself. The overall role of the crop microbiome in gut health is also not fully clear.

The Meta-Hort project will examine the effects of premature harvesting along with tray …


Does Drought Stress Eliminate The Benefit Of Elevated Co2,/Sub> On Soybean Yield? Using An Improved Model To Link Crop And Soil Water Relations, Wenguang Sun, David Fleisher, Dennis Timlin, Chittaranjan Ray, Zhuangji Wang, Sahila Beegum, Vangimalla Reddy Oct 2023

Does Drought Stress Eliminate The Benefit Of Elevated Co2,/Sub> On Soybean Yield? Using An Improved Model To Link Crop And Soil Water Relations, Wenguang Sun, David Fleisher, Dennis Timlin, Chittaranjan Ray, Zhuangji Wang, Sahila Beegum, Vangimalla Reddy

Daugherty Water for Food Global Institute: Faculty Publications

Crop simulation models are indispensable tools that facilitate studies to assess climate impacts and adaptation responses, but have not been adequately tested in terms of accurately predicting crop growth and water stress responses to high carbon dioxide concentrations [CO2]. The soybean model, GLYCIM, previously modified with a coupled leaf-level gas exchange – energy balance model, was integrated with a two-dimensional convectivediffusive root growth module which linked soil and leaf water potentials with the regulation of stomatal conductance. We evaluated the accuracy of this modified GLYCIM using experimental data from a Free-Air CO2 Enrichment (FACE) site, SoyFACE, and …


Classim: A Relational Database Driven Crop Model Interface, Dennis Timlin, David Fleisher, Maura Maura, Kirsten Paff, Wenguang Sun, Sahila Beegum, Sanai Li, Zhuangji Wang, Vangimalla Reddy Jun 2023

Classim: A Relational Database Driven Crop Model Interface, Dennis Timlin, David Fleisher, Maura Maura, Kirsten Paff, Wenguang Sun, Sahila Beegum, Sanai Li, Zhuangji Wang, Vangimalla Reddy

Department of Agronomy and Horticulture: Faculty Publications

Crop models are valuable tools for examining the interactions of cultivar characteristics, environment, and management practices, and how they affect crop growth and development. The difficulty in finding all the data needed to set up a simulation can often deter potential users from utilizing a crop model. Model interfaces are necessary to make these complex tools accessible to end-users who may lack the expertise needed to work with the models directly, but who would benefit from the information generated by the models. As crop models vary in terms of input and output structures, there is no one universally compatible interface, …


The Effect Of Rhizophagus Intraradices Mycorrhizal Fungus On Iron Uptake Of Corn: A Global Overview On The Effects Of Climate Change On The Nutritional Content Of Crops, Caitlin R. Costello Feb 2023

The Effect Of Rhizophagus Intraradices Mycorrhizal Fungus On Iron Uptake Of Corn: A Global Overview On The Effects Of Climate Change On The Nutritional Content Of Crops, Caitlin R. Costello

PSU McNair Scholars Online Journal

Global iron deficiency is a major factor contributing to malnutrition and varied health conditions. One way to combat this is to maintain or increase the iron uptake of the globe’s major crops. Research has shown that certain types of mycorrhizal fungi can increase the nutrient uptake of plants. To further this research, we looked at the arbuscular fungi Rhizophagus intraradices and its potential relationship with the corn variety “Golden Bantam 8 Row”. This type of mycorrhizal fungi improves plant nutrition including the plant’s ability to source iron from the natural environment. Much of the iron found in the natural environment …


The Use Of Calculus To Determine Efficient Fertilizer Levels For Crop Production, Cole Loadholtz Jan 2022

The Use Of Calculus To Determine Efficient Fertilizer Levels For Crop Production, Cole Loadholtz

Undergraduate Journal of Mathematical Modeling: One + Two

For this project, I wanted to incorporate calculus into agriculture and environmental science methods. More in detail, the problem used asked for the maximum levels of nitrogen (N) and phosphorus (P) that would be best for a current crop yield. This allowed incorporating partial derivatives, and critical points to find the maximum values for the equation. The results show that in order to demonstrate maximum crop yield production, the levels of nitrogen (N) and phosphorus (P) were to be both at 2, with the correct corresponding units. The drawback from this problem is that although the problem showed effective nitrogen …


Involving Stakeholders In Crop-Livestock Systems Analysis: Innovation Platforms In Burkina Faso And Niger, West Africa, V. Bado, Andre Van Rooyen, C. Umutoni, A. Whitbread Oct 2021

Involving Stakeholders In Crop-Livestock Systems Analysis: Innovation Platforms In Burkina Faso And Niger, West Africa, V. Bado, Andre Van Rooyen, C. Umutoni, A. Whitbread

IGC Proceedings (1997-2023)

The development of markets and agricultural productivity need participative research approaches that involve farmers, stakeholders and actors in the value chains of agricultural products and inputs. This study illustrates the use of multi-stakeholder platforms to address critical issues that often curtail effective implementation of development strategies and achievement of objectives. The process used to facilitate stakeholder participation and achieve enhanced understanding of collective actions to achieve objectives is illustrated by case studies in Niger and Burkina Faso. The process that determines the causal relationships among the various problems is also presented; results from the process can be used to determine …


Effects Of Am Fungi From Conventional And No-Till Michigan Crop Fields On Plant And Soil Health, Derek Bennett May 2021

Effects Of Am Fungi From Conventional And No-Till Michigan Crop Fields On Plant And Soil Health, Derek Bennett

Masters Theses

Centuries of conventional till (CT) management in agriculture has depleted soil organic matter (SOM) by over 50%. While only comprising 5% in most soils, SOM provides soil with fertility and productivity. To compensate for SOM depletion, producers have been forced to increase their reliance on fertilizer and irrigation to maintain yields. In the coming decades, climate change is expected to challenge food production and threaten an already fragile system. With no remaining land left to cultivate, conservation management strategies such as no-till (NT) look to restore SOM and increase the resilience of food production for an ever growing, increasingly food …


Informing Drought Mitigation Policy By Estimating The Value Of Water For Crop Production, Renata Rimsaite, Justin Gibson, Nicholas Brozovic Apr 2021

Informing Drought Mitigation Policy By Estimating The Value Of Water For Crop Production, Renata Rimsaite, Justin Gibson, Nicholas Brozovic

School of Natural Resources: Faculty Publications

Farmers use irrigation to mitigate drought risk and reduce yield uncertainty. A clear understanding of the monetary value of irrigation water and how it varies across time and space can help to inform farmers and policymakers about the potential impacts of water shortages and reduce uncertainty in decision making. Here, we introduce a framework for understanding the economic value of water used to produce corn in the central High Plains region during the period 2010–2017. Our analysis uses publicly available data for corn price and for irrigated and non-irrigated yields and incorporates irrigation requirement adjustments to account for the hydrologic …


Towards Routine Mapping Of Crop Emergence Within The Growing Season Using The Harmonized Landsat And Sentinel-2 Dataset, F. Gao, M. Anderson, D. Johnson, R. Seffren, B. Wardlow, A. Suyker, C. Diao, D. M. Browning Jan 2021

Towards Routine Mapping Of Crop Emergence Within The Growing Season Using The Harmonized Landsat And Sentinel-2 Dataset, F. Gao, M. Anderson, D. Johnson, R. Seffren, B. Wardlow, A. Suyker, C. Diao, D. M. Browning

School of Natural Resources: Faculty Publications

No abstract provided.


Sweetened Blood, Sweat And Tears, Nathan Celestine Jan 2021

Sweetened Blood, Sweat And Tears, Nathan Celestine

All Theses, Dissertations, and Capstone Projects

Of the transatlantic diffusion of culture, there is no better example than what developed out of Caribbean enslavement. The loss of African identity among slaves with a common, methodically destroyed ancestry, along with the diversity inherent to the different groups of Africans and Europeans and their respective cultural elements and identities resulted in a complex homogeny of culture, race, nationality, and socioeconomic status that has continued its development since the introduction of slaves to West Indian soil. It was this same soil that would cause the demand for slave labor to explode throughout European-controlled Caribbean islands, from the addition of …


Crop Salinity Tolerance Induction Using Novel Biostimulants (Saltibio), Elomofe Ikuyinminu Jan 2021

Crop Salinity Tolerance Induction Using Novel Biostimulants (Saltibio), Elomofe Ikuyinminu

Theses

Salinity is one of the major abiotic stresses affecting crop production, especially in arid and semi-arid areas. Most of the vegetable crops are salt sensitive, growing inadequately in salinised soils due to the accumulation of toxic ions from prolonged, inadequate irrigation programs. A meaningful approach to counteract salinity stress and increase crop yield is the use of protein hydrolysate biostimulants (PHBs). The main objectives of this study were to generate legume-derived PHBs by enzymatic hydrolysis, evaluate their ability to induce salinity stress tolerance in plants, and understand their mode of action. A full compositional and structural analysis of the generated …


Agricultural Pesticide Use In The Upper Citarum River Basin: Basic Data For Model-Based Risk Management, Rosetyati R. Utami, Gertjan W. Geerling, Indah R. S. Salami, Suprihanto Notodarmojo, Ad M.J. Ragas Dec 2020

Agricultural Pesticide Use In The Upper Citarum River Basin: Basic Data For Model-Based Risk Management, Rosetyati R. Utami, Gertjan W. Geerling, Indah R. S. Salami, Suprihanto Notodarmojo, Ad M.J. Ragas

Journal of Environmental Science and Sustainable Development

Since the middle of the 20th century, pesticide use has been a primary foundation of global agricultural development. However, the massive usage of pesticides can have detrimental impacts on human health and the environment, particularly in the aquatic ecosystem. This study determined the use of pesticides in the agricultural area of the Upper Citarum River Basin (UCRB); a crucial water resource on Java Island. A survey of 174 farmers was conducted in eight districts along the basin by using the random walk and quota sampling method. The questionnaire was designed to acquire data about the amount and types of pesticides …


A Survey Of Public Datasets For Computer Vision Tasks In Precision Agriculture, Yuzhen Lu, Sierra N. Young Sep 2020

A Survey Of Public Datasets For Computer Vision Tasks In Precision Agriculture, Yuzhen Lu, Sierra N. Young

Civil and Environmental Engineering Faculty Publications

Computer vision technologies have attracted significant interest in precision agriculture in recent years. At the core of robotics and artificial intelligence, computer vision enables various tasks from planting to harvesting in the crop production cycle to be performed automatically and efficiently. However, the scarcity of public image datasets remains a crucial bottleneck for fast prototyping and evaluation of computer vision and machine learning algorithms for the targeted tasks. Since 2015, a number of image datasets have been established and made publicly available to alleviate this bottleneck. Despite this progress, a dedicated survey on these datasets is still lacking. To fill …


The Impacts Of Crop, Soil, And Water Management On Corn Silage Yield, Tina Sullivan Apr 2020

The Impacts Of Crop, Soil, And Water Management On Corn Silage Yield, Tina Sullivan

Student Research Symposium

A resource on the minds of nearly all in the Intermountain West is water. Increases in urban growth, less winter snowpack, watershed depletions, and persistence in drought continue to point towards the need to optimize water in agriculture. Numerous management practices today have water-saving capabilities or allow water to be used during more efficient times of the growing season. Some include advanced pivot technologies, drought tolerant crop genetics, and soil wetting agents. Many studies show these individual practices usually help optimize water use, yet few, have evaluated how these various combinations might combine or 'stack' to optimize water use. An …


A Novel Method For Detecting Morphologically Similar Crops And Weeds Based On The Combination Of Contour Masks And Filtered Local Binary Pattern Operators, Vi Nguyen Thanh Le, Selam Ahderom, Beniamin Apopei, Kamal Alameh Jan 2020

A Novel Method For Detecting Morphologically Similar Crops And Weeds Based On The Combination Of Contour Masks And Filtered Local Binary Pattern Operators, Vi Nguyen Thanh Le, Selam Ahderom, Beniamin Apopei, Kamal Alameh

Research outputs 2014 to 2021

Background: Weeds are a major cause of low agricultural productivity. Some weeds have morphological features similar to crops, making them difficult to discriminate. Results: We propose a novel method using a combination of filtered features extracted by combined Local Binary Pattern operators and features extracted by plant-leaf contour masks to improve the discrimination rate between broadleaf plants. Opening and closing morphological operators were applied to filter noise in plant images. The images at 4 stages of growth were collected using a testbed system. Mask-based local binary pattern features were combined with filtered features and a coefficient k. The classification of …


Genetically Modified Organisms In The United States Crop Market, Toluwani V. Ogunbayode Dec 2019

Genetically Modified Organisms In The United States Crop Market, Toluwani V. Ogunbayode

Quest

Economic Analysis

Research in progress for ECON 2302: Principles of Microeconomics

Faculty Mentors: Millie D. Black, Ph.D., and Michael Latham, Ph.D.

The following paper represents research begun by students in Honors Principles of Microeconomics. The honors course introduced students to numerous economic models and methods of analysis. Students were asked to identify an economic issue or controversy related to topics studied in class and to provide a literature review relevant to their topic. Students were also asked to provide an economic analysis, discuss opposing viewpoints, present an economic evaluation of various policy options, and make a recommendation regarding the preferred …


Modernization Of Irrigation Systems Management To Improve Their Reliability, B. S. Serikbaev, A. G. Sherov, A. M. Atkhulloev, A. I. Gafarova, M Mihalikova Mar 2019

Modernization Of Irrigation Systems Management To Improve Their Reliability, B. S. Serikbaev, A. G. Sherov, A. M. Atkhulloev, A. I. Gafarova, M Mihalikova

Irrigation and Melioration

Results of many years of theoretical, operational and reclamation studies conducted in various climatic-economic conditions of the Republic of Uzbekistan are presented in the paper. Based on the research and experience data of developed countries, recommendations have been developed for modernizing the management of irrigation systems based on the cybernetic scheme model in order to increase the reliability coefficients of all parts of the system, as well as to increase the reliability coefficient and coefficient of performance (COP) of the Lower Syrdarya irrigation system.


Modernization Of Irrigation Systems Management To Improve Their Reliability, B. S. Serikbaev, A. G. Sherov, A. M. Atkhulloev, A. I. Gafarova, M Mihalikova Mar 2019

Modernization Of Irrigation Systems Management To Improve Their Reliability, B. S. Serikbaev, A. G. Sherov, A. M. Atkhulloev, A. I. Gafarova, M Mihalikova

Irrigation and Melioration

Results of many years of theoretical, operational and reclamation studies conducted in various climatic-economic conditions of the Republic of Uzbekistan are presented in the paper. Based on the research and experience data of developed countries, recommendations have been developed for modernizing the management of irrigation systems based on the cybernetic scheme model in order to increase the reliability coefficients of all parts of the system, as well as to increase the reliability coefficient and coefficient of performance (COP) of the Lower Syrdarya irrigation system.


Modernization Of Irrigation Systems Management To Improve Their Reliability, B. S. Serikbaev, A. G. Sherov, A. M. Atkhulloev, A. I. Gafarova, M Mihalikova Mar 2019

Modernization Of Irrigation Systems Management To Improve Their Reliability, B. S. Serikbaev, A. G. Sherov, A. M. Atkhulloev, A. I. Gafarova, M Mihalikova

Irrigation and Melioration

Results of many years of theoretical, operational and reclamation studies conducted in various climatic-economic conditions of the Republic of Uzbekistan are presented in the paper. Based on the research and experience data of developed countries, recommendations have been developed for modernizing the management of irrigation systems based on the cybernetic scheme model in order to increase the reliability coefficients of all parts of the system, as well as to increase the reliability coefficient and coefficient of performance (COP) of the Lower Syrdarya irrigation system.


Mobile Drip Irrigation For Water Limited Crop Production: Initial Results, J. Aguilar, T. Oker, I. Kisekka Jan 2019

Mobile Drip Irrigation For Water Limited Crop Production: Initial Results, J. Aguilar, T. Oker, I. Kisekka

Kansas Agricultural Experiment Station Research Reports

The farmers within the Ogallala aquifer desire to extend the usable life of this aquifer despite experiencing diminishing well capacities, thus the quest for more efficient irrigation application technologies. Mobile drip irrigation (MDI), which integrates drip lines onto a mechanical irrigation system such as a center pivot, has attracted their attention lately. The concept is that by applying water along crop rows, it was hypothesized that MDI could eliminate water losses due to spray droplet evaporation, wind drift, and reduce soil evaporation due to limited surface wetting especially before canopy closure. A study was conducted with the following objectives: 1) …


Connecting Composting And Greenhouses: An Energy Capture And Usage Model, Dena M. Hoffman Jan 2019

Connecting Composting And Greenhouses: An Energy Capture And Usage Model, Dena M. Hoffman

Honors Theses and Capstones

At the Organic Dairy Research Farm in Lee, New Hampshire, the practice of aerated static composting is researched for potential heat capture. In early 2019, an Excel model was created to illustrate the ability of greenhouses to retain heat during a cold month of January and the total energy balance for each day. This model shows that an average greenhouse, based on the dimensions of the greenhouse at Kingman Farm, requires an additional, external heat source to supplement its heating needs. By adding the heat generated by the aerated static composting pile to the greenhouse in the Excel model, the …


Canavalia Gladiata And Dolichos Lablab Extracts For Sustainable Pest Biocontrol And Plant Nutrition Improvement In El Salvador, Carlos Martinez Oct 2018

Canavalia Gladiata And Dolichos Lablab Extracts For Sustainable Pest Biocontrol And Plant Nutrition Improvement In El Salvador, Carlos Martinez

Department of Agronomy and Horticulture: Dissertations, Theses, and Student Research

Botanical repellents and pesticides are now being rediscovered as new tools for integrated pest management in order to reduce the use of toxic chemicals in crop production. Canavalia gladiata and Dolichos lablab are two Fabaceae very well adapted to farmlands of El Salvador, effective as living barriers and mostly as cover crops, however, they are not yet very well disseminated. This document describes the potential for using the liquid extracts and the dry flour of raw seeds of those plants for economic benefit and practical convenience for pest management in Salvadorian agriculture under field conditions. Seed extracts were useful when …


Wheat Height Estimation Using Lidar In Comparison To Ultrasonic Sensor And Uas, Wenan Yuan, Jiating Li, Madhav Bhatta, Yeyin Shi, P. Stephen Baenziger, Yufeng Ge Jan 2018

Wheat Height Estimation Using Lidar In Comparison To Ultrasonic Sensor And Uas, Wenan Yuan, Jiating Li, Madhav Bhatta, Yeyin Shi, P. Stephen Baenziger, Yufeng Ge

Department of Agronomy and Horticulture: Faculty Publications

As one of the key crop traits, plant height is traditionally evaluated manually, which can be slow, laborious and prone to error. Rapid development of remote and proximal sensing technologies in recent years allows plant height to be estimated in more objective and efficient fashions, while research regarding direct comparisons between different height measurement methods seems to be lagging. In this study, a ground-based multi-sensor phenotyping system equipped with ultrasonic sensors and light detection and ranging (LiDAR) was developed. Canopy heights of 100 wheat plots were estimated five times during a season by the ground phenotyping system and an unmanned …


Decoding Mechanisms Of Bio-Interactions For Targeted Management Of Agricultural Pests, Qian Wei, Qu Jing, Kang Le Aug 2017

Decoding Mechanisms Of Bio-Interactions For Targeted Management Of Agricultural Pests, Qian Wei, Qu Jing, Kang Le

Bulletin of Chinese Academy of Sciences (Chinese Version)

Pathogens and insect pests are the most formidable threats to sustainable crop production in China as well as the rest of the world. At present, the most common method of pest control is the use of chemical pesticides that target the basic metabolism, physiological and biochemical processes, and nerve receptors of pests and microbial organisms, leading to poisoning of humans and animals, agricultural pollution, and ecological damage. A great breakthrough in the next generation of pest control will be the artificial manipulation of bioinformation exchanges among crop, insect pests, and pathogenic microbial organisms. Decoding the molecular mechanisms of biointeractions is …


Development Of Gene Silencing Technique For Crop Protection Against Soil-Borne Fungal Disease, Guo Huishan, Gao Feng, Zhao Jianhua, Zhang Bosen Aug 2017

Development Of Gene Silencing Technique For Crop Protection Against Soil-Borne Fungal Disease, Guo Huishan, Gao Feng, Zhao Jianhua, Zhang Bosen

Bulletin of Chinese Academy of Sciences (Chinese Version)

Crop disease caused by soil-borne fungal pathogens is one of the major threatens to agriculture nowadays. Due to the lack of efficient control method, it is becoming a key factor to restrict sustainable development of agricultural production in China. Gene silencing (or RNA silencing, RNAi) is an important pathway in eukaryotes that regulates gene expression based on sequence homology. Gene silencingbased technology has been widely used as a new strategy for plant protection. In this review, we summarized occurrence and general prevention method of crop disease caused by soil-borne fungi, and introduced recent advances and applications of RNA silencing in …


A Demonstration Study Of Drainage Water Management In Eastern South Dakota, Ashik Sahani Jan 2017

A Demonstration Study Of Drainage Water Management In Eastern South Dakota, Ashik Sahani

Electronic Theses and Dissertations

Subsurface drainage is a common water management practice for improving crop production in poorly drained soils; however, the practice is associated with several environmental concerns such as nutrient losses to downstream surface waters. These environmental concerns from subsurface drainage have prompted interest in drainage water management strategies such as controlled drainage. This study assessed the agronomic and environmental impacts of drainage water management in eastern South Dakota by using two demonstration plots for controlled and conventional drainage. Drain flow, nitrate and dissolved phosphorous concentration in drain water, shallow groundwater, crop yield, residual soil nitrate, soil moisture and temperature, soil penetration …


Taxation, Craig D. Bell Nov 2016

Taxation, Craig D. Bell

University of Richmond Law Review

No abstract provided.