Works Published in 2021

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Displaying works 1 - 20 of 115 in total

Sorted by most recent date added to the index first, which may not be the same as publication date order.

2021 conference paper

AngleNet: Leaf Angle Detection and Characterization of Maize Plants in the Field Based on Stereo Vision and Deep Convolutional Neural Network

2021 ASABE Annual International Virtual Meeting. Presented at the 2021 ASABE Annual International Virtual Meeting.

By: L. Xiang, J. Gai, Y. Bao, J. Yu, P. Schnable & L. Tang

Event: 2021 ASABE Annual International Virtual Meeting on July 13-15, 2021

Source: NC State University Libraries
Added: March 18, 2023

2021 chapter book

Field Robotic Systems for High-Throughput Plant Phenotyping: A Review and a Case Study

TL;DR: This chapter presents an updated review of the infield ground-based robotic HTPP systems developed so far and presents a vision sensor PhenoStereo to show the promising potential of integrating conventional stereo imaging with the state-of-the-art visual perception techniques for plant organ phenotyping applications. (via Semantic Scholar)
Sources: Crossref, ORCID
Added: February 26, 2023

2021 journal article

A Convolutional Neural Network-Based Method for Corn Stand Counting in the Field

Sensors, 21(2), 507.

TL;DR: An automated, robust, and high-throughput method for corn stand counting based on color images extracted from video clips that is accurate and reliable for stand counting, achieving an accuracy of over 98% at growth stages V2 and V3. (via Semantic Scholar)
Sources: Crossref, ORCID
Added: February 26, 2023

2021 journal article

Using a depth camera for crop row detection and mapping for under-canopy navigation of agricultural robotic vehicle

Computers and Electronics in Agriculture, 188, 106301.

Sources: Crossref, ORCID
Added: February 26, 2023

2021 journal article

Measuring Stem Diameter of Sorghum Plants in the Field Using a High-Throughput Stereo Vision System

Transactions of the ASABE, 64(6), 1999–2010.

By: L. Xiang*, L. Tang, J. Gai & L. Wang

UN Sustainable Development Goal Categories
7. Affordable and Clean Energy (OpenAlex)
Sources: Crossref, ORCID
Added: February 26, 2023

2021 journal article

Robotic Assay for Drought (RoAD): an automated phenotyping system for brassinosteroid and drought responses

The Plant Journal, 107(6), 1837–1853.

By: L. Xiang*, T. Nolan*, Y. Bao*, M. Elmore*, T. Tuel*, J. Gai*, D. Shah*, P. Wang* ...

MeSH headings : Arabidopsis / drug effects; Arabidopsis / physiology; Arabidopsis Proteins / genetics; Brassinosteroids / metabolism; Droughts; Equipment Design; Image Processing, Computer-Assisted / methods; Machine Learning; Phenotype; Protein Kinases / genetics; Robotics / instrumentation; Robotics / methods; Seedlings / physiology; Soil / chemistry; Triazoles / pharmacology; Zea mays / physiology
Sources: Crossref, ORCID
Added: February 25, 2023

2021 conference paper

Do Oyster Colonies Influence Sediment Erodibility? A Hydro-morphodynamic Characterization of Intertidal Estuarine Reefs by Way of Jet Erosion Test and Acoustic Doppler Current Profiler

Proceedings of the 10th International Conference on Scour and Erosion (ICSE-10), Rice, J., Liu, X., McIlroy, M., Sasanakul, I., and Xiao, M. (Eds), 682–691.

By: M. Thomas, J. Quiah, C. Castro-Bolinaga, G. Massey, S. Hall, N. Stark, S. Consolvo

Source: ORCID
Added: July 24, 2022

2021 conference paper

Can Fiber-Optic Distributed Temperature Sensing Improve Bridge Scour Monitoring?

Proceedings of the 10th International Conference on Scour and Erosion (ICSE-10), Rice, J., Liu, X., McIlroy, M., Sasanakul, I., and Xiao, M. (Eds), 1108–1115.

By: R. Hatley, C. Castro-Bolinaga, C. Sayde, M. Lauffer, S. Morgan & J. Snead

Source: ORCID
Added: July 24, 2022

2021 journal article

Biochar and Zeolite as Alternative Biofilter Media for Denitrification of Aquaculture Effluents

WATER, 13(19).

By: D. Paul n & S. Hall n

author keywords: nitrate removal; denitrification; alternative media; biochar; zeolite; surface profilometry; scanning electron microscopy
TL;DR: Both zeolite and biochar are sustainable alternatives of biomedia for nitrate removal and time and labor constraints must be accounted for to scale-up such bioreactors. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, ORCID
Added: June 20, 2022

2021 conference paper

Variety Trial Validation: A Framework to Incorporate on-Farm Data

2021 ASABE Annual International Virtual Meeting, 1.

By: R. Sebastian, R. Hardin, E. Barnes, J. Ward, W. Porter, M. Plumblee, J. Wanjura

Event: American Society of Agricultural and Biological Engineers

Source: ORCID
Added: April 12, 2022

2021 conference paper

Round Modules: Handling Logistics and Cover Damage, 2nd Year

2021 Beltwide Cotton Conferences, 4–6. https://www.cotton.org/beltwide/proceedings/2005-2021/data/conferences/2021/paper/20902.pdf

By: Z. Iqbal, R. Hardin, T. Wang, J. Ward & J. Wanjura

Source: ORCID
Added: April 12, 2022

2021 journal article

Sampling plan designs for gluten estimation in oat flour by discrete and composite sampling

FOOD CONTROL, 129.

By: G. Sharma*, S. Wang*, M. Pereira*, B. Bedford*, P. Wehling*, M. Arlinghaus*, J. Warren*, T. Whitaker n ...

author keywords: Gluten; Oat flour; Sampling plan; ELISA
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: April 4, 2022

2021 article

Fieldable Mueller matrix imaging spectropolarimeter using a hybrid spatial and temporal modulation scheme

POLARIZATION SCIENCE AND REMOTE SENSING X, Vol. 11833.

author keywords: Mueller matrix; polarimetry; imaging; temporal; spatial; modulation; plants
UN Sustainable Development Goal Categories
15. Life on Land (OpenAlex)
Sources: Web Of Science, ORCID
Added: March 21, 2022

2021 journal article

PERSPECTIVE: PREFERENTIAL FLOW IN RIPARIAN BUFFERS: CURRENT RESEARCH AND FUTURE NEEDS

TRANSACTIONS OF THE ASABE, 64(6), 1907–1911.

By: D. Heeren*, L. Guertault n & K. Mankin*

author keywords: Best management practice; Buffer strip; Agricultural conservation practice; Filter strip; Macropore; Nonpoint-source pollution
UN Sustainable Development Goal Categories
15. Life on Land (OpenAlex)
Sources: Web Of Science, ORCID
Added: February 28, 2022

2021 journal article

DRAINMOD-P: A MODEL FOR SIMULATING PHOSPHORUS DYNAMICS AND TRANSPORT IN DRAINED AGRICULTURAL LANDS: II. MODEL TESTING

TRANSACTIONS OF THE ASABE, 64(6), 1849–1866.

By: M. Askar, M. Youssef*, D. Hesterberg*, K. King, A. Amoozegar*, R. Skaggs, G. Chescheir*, E. Ghane

author keywords: Agricultural drainage; Edge-of-field phosphorus load; Macropore flow; Phosphorus model; Sediment yield; Water quality modeling
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
6. Clean Water and Sanitation (OpenAlex)
Source: Web Of Science
Added: February 28, 2022

2021 journal article

DRAINMOD-P: A MODEL FOR SIMULATING PHOSPHORUS DYNAMICS AND TRANSPORT IN DRAINED AGRICULTURAL LANDS: I. MODEL DEVELOPMENT

TRANSACTIONS OF THE ASABE, 64(6), 1835–1847.

By: M. Askar, M. Youssef*, P. Vadas, D. Hesterberg*, A. Amoozegar*, G. Chescheir*, R. Skaggs

author keywords: Best management practices; Phosphorus model; Phosphorus processes; Soil erosion; Water quality modeling
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
Source: Web Of Science
Added: February 28, 2022

2021 journal article

HYPERSPECTRAL IMAGING WITH COST-SENSITIVE LEARNING FOR HIGH-THROUGHPUT SCREENING OF LOBLOLLY PINE (PINUS TAEDA L.) SEEDLINGS FOR FREEZE TOLERANCE

TRANSACTIONS OF THE ASABE, 64(6), 2045–2059.

By: Y. Lu*, K. Payn*, P. Pandey*, J. Acosta, A. Heine*, T. Walker*, S. Young*

author keywords: Cost-sensitive learning; Freeze tolerance; Hyperspectral imaging; Plant phenotyping; Support vector machine
TL;DR: It is demonstrated that hyperspectral imaging can provide tree breeders with a valuable tool for improved efficiency and objectivity in the characterization and screening of freeze tolerance for loblolly pine. (via Semantic Scholar)
UN Sustainable Development Goal Categories
13. Climate Action (Web of Science)
15. Life on Land (Web of Science)
Sources: Web Of Science, ORCID
Added: February 28, 2022

2021 journal article

Hydrologic Modeling of Distributed Stormwater Control Measure Retrofit and Examination of Impact of Subcatchment Discretization in PCSWMM

JOURNAL OF SUSTAINABLE WATER IN THE BUILT ENVIRONMENT, 7(3).

UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (Web of Science; OpenAlex)
Sources: Web Of Science, ORCID
Added: February 21, 2022

2021 journal article

Comment on "Modeling slope rainfall-infiltration-runoff process with shallow water table during complex rainfall patterns" by Wu et al. (2021)

JOURNAL OF HYDROLOGY X, 13.

By: R. Munoz-Carpena*, C. Lauvernet*, N. Carluer* & G. Fox n

author keywords: Soil infiltration; Shallow water table; Surface runoff; Soil water redistribution; SWINGO; Hydrus-1D; VFSMOD
UN Sustainable Development Goal Categories
15. Life on Land (OpenAlex)
Sources: Web Of Science, ORCID
Added: January 31, 2022

2021 journal article

Sediment Yield and Reservoir Sedimentation in Highly Dynamic Watersheds: The Case of Koga Reservoir, Ethiopia

WATER, 13(23).

By: G. Ayele*, A. Kuriqi*, M. Jemberrie*, S. Saia n, A. Seka*, E. Teshale*, M. Daba*, S. Ahmad Bhat* ...

author keywords: sediment yield; Koga reservoir; SWAT; watershed prioritization; Tana Basin; Ethiopia
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
15. Life on Land (Web of Science)
Source: Web Of Science
Added: January 10, 2022

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