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Data from: A century of wild bee sampling: historical data and neural network analysis reveal ecological traits associated with species loss.
Contemporary data (2017/2018): An open area on the north side of the ESGR (GPS coordinates: 42.461808, -84.011128) was the primary site for this study as it corresponds to the... -
Food Patterns Equivalents Database (FPED)
USDA’s Food Patterns Equivalents Database (FPED) converts the foods and beverages in the Food and Nutrient Database for Dietary Studies to the 37 USDA Food Patterns components.... -
<b>Data from: Cover crop interseeding effects on aboveground biomass and corn grain yield in western North Dakota</b>
Cover crops can provide many benefits, but the short growing season and variable weather in the northern Great Plains makes it difficult to include them in rainfed cropping... -
Data from: Avian Sentinels Neural Nest: AI-Powered Bird Monitoring System for Real-Time Detection and Species Identification
Traditional bird deterrent methods, such as scarecrows, loud noise emitters, and netting, can become less effective over time due to bird habituation. This study presents an AI-... -
USDA Database for the Flavonoid Content of Selected Foods, Release 3.3 (March 2018)
The database contains values for 506 food items for five subclasses of flavonoids: FLAVONOLS:Quercetin, Kaempferol, Myricetin, Isorhamnetin FLAVONES: Luteolin, Apigenin... -
Data from: Solving the Robot-World Hand-Eye(s) Calibration Problem with Iterative Methods
These datasets were generated for calibrating robot-camera systems. In an extension, we also considered the problem of calibrating robots with more than one camera. These... -
USDA ARS Image Gallery
This Image Gallery is provided as a complimentary source of high-quality digital photographs available from the Agricultural Research Service information staff. Photos, (over... -
Data from: Genomic structural differences between cattle and River Buffalo identified through comparative genomic and transcriptomic analysis
Water buffalo (Bubalus bubalis L.) is an important livestock species worldwide. Like many other livestock species, water buffalo lacks high quality and continuous reference... -
Small Watershed Hydrology (WinTR-55)
WinTR-55 is a single-event rainfall-runoff small watershed hydrologic model. The model generates hydrographs from both urban and agricultural areas and at selected points along... -
SWAT - Soil and Water Assessment Tool
The Soil and Water Assessment Tool (SWAT) is a public domain model jointly developed by USDA Agricultural Research Service (USDA-ARS) and Texas A&M AgriLife Research, part... -
Data from: A randomized controlled trial of positive outcome expectancies during high-intensity interval training in inactive adults
Includes accelerometer data using an ActiGraph to assess usual sedentary, moderate, vigorous, and very vigorous activity at baseline, 6 weeks, and 10 weeks. Includes relative... -
Data and Code from: Smart vision-based monitoring system for AI-driven moth population estimation using camera-equipped trap imaging
Real-time, image-based monitoring for stored product insect pests could increase timely treatments and protection for postharvest products throughout the supply chain.... -
Data from: Organic production reduces subsurface nitrate leaching and maintains crop yields in US Mollisol
Organic production aims to diversify crop rotation and use organic fertilizer sources to build soil fertility and improve soil health indicators. This data evaluates the impact... -
U.S. National Fungus Collections
The U.S. National Fungus Collections (BPI) are the “Smithsonian for fungi” and are the repository for over one million fungal specimens worldwide - the largest such collections... -
Data from: Tillage reduces ant activity and predation of pest insects in corn and soybean
Two .csv files: Metadata and Master Data. The Metadata describes column variables for the Master Data file that contains all of the information used in the analyses. This... -
UNSODA 2.0: Unsaturated Soil Hydraulic Database. Database and program for indirect methods of estimating unsaturated hydraulic properties
This database contains measured soil water retention, hydraulic conductivity, and water diffusivity data, as well as pedological information of some 790 soil samples from around... -
2023 USDA Plant Hardiness Zone Map Mean Annual Extreme Low Temperature Rasters
These rasters provide the local mean annual extreme low temperature from 1991 to 2020 in an 800m x 800m grid covering the USA (including Puerto Rico) based on interpolation of... -
Data from: Application of visual soil evaluations in a semiarid region
A half-day workshop exploring visual soil evaluation methods was developed for land managers by the USDA-ARS Northern Great Plains Research Laboratory, Mandan, ND USA. Outcomes... -
Agricultural Research Service Culture Collection (NRRL - Northern Regional Research Laboratory) Database
The ARS Culture Collection is one of the largest public collections of microorganisms in the world, containing approximately 93,000 strains of bacteria and fungi. The collection...
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