Works Published in 2022
Displaying works 21 - 40 of 236 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2022 article
Entropy-Based Characterization of Influence Pathways in Traditional and Social Media
2022 IEEE 8TH INTERNATIONAL CONFERENCE ON COLLABORATION AND INTERNET COMPUTING, CIC, pp. 38–44.
TL;DR:
This paper envision leveraging the concept of influence cascades in conjunction with a novel geopolitical news-centric model of the information ecosystem in order to better understand the influence pathways by which various types of information propagate across the social and traditional hybrid media environment.
(via Semantic Scholar)
Sources: Web Of Science, ORCID
Added: June 19, 2023
2022 article
Real-Time Change Detection At the Edge
2022 21ST IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA, pp. 776–781.
author keywords: edge computing; Gaussian Mixture Models; change detection; precision agriculture; real time computing
TL;DR:
This paper demonstrates how an unsupervised GMM-based real-time change detection method at the edge can be used to identify weeds in real- time, and evaluates the scalability of the method on edge computing and traditional devices such as NVIDIA Jetson TX2, RTX 2080, and traditional Intel CPUs.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
2. Zero Hunger
(Web of Science)
Sources: Web Of Science, ORCID
Added: June 5, 2023
2022 article
Multi-stream Deep Residual Network for Cloud Imputation Using Multi-resolution Remote Sensing Imagery
2022 21ST IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA, pp. 97–104.
author keywords: Remote sensing; Cloud imputation; Benchmark; Multi-resolution; Deep learning
TL;DR:
A new benchmark data set consisting of images from two widely used and publicly available satellite images, Landsat-8 and Sentinel-2, and a new multi-stream deep residual network (MDRN) fills an important gap in the existing benchmark datasets, which allows exploitation of multi-resolution spectral information from the cloud-free regions of temporally nearby images.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID
Added: June 5, 2023
2022 article
Persona-Based Conversational AI: State of the Art and Challenges
2022 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS, ICDMW, pp. 993–1001.
TL;DR:
This study evaluates two strong baseline methods, the Ranking Profile Memory Network and the Poly-Encoder, on the NeurIPS ConvAI2 benchmark dataset and elucidates the importance of incorporating persona information into conversational systems.
(via Semantic Scholar)
arxiv.org (repository)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Sources: Web Of Science, ORCID
Added: May 30, 2023
2022 journal article
Modeling between-farm transmission dynamics of porcine epidemic diarrhea virus: Characterizing the dominant transmission routes
PREVENTIVE VETERINARY MEDICINE, 208.
author keywords: Spatiotemporal model; Stochastic model; Truck; Feed formulation
MeSH headings : Swine; Animals; Female; Porcine epidemic diarrhea virus; Farms; Swine Diseases / prevention & control; Coronavirus Infections / epidemiology; Coronavirus Infections / veterinary; Disease Outbreaks / veterinary
TL;DR:
The proposed modeling framework provides an evaluation of P EDV transmission dynamics, ranking the most important routes of PEDV dissemination and granting the swine industry valuable information to focus efforts and resources on the most relevant transmission routes.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID
Added: March 20, 2023
2022 journal article
Urban greenspace linked to lower crime risk across 301 major U.S. cities
Cities, 131, 103949.
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
13. Climate Action
(OpenAlex)
Source: ORCID
Added: March 14, 2023
2022 magazine article
Evaluating the 2019 Parks Build Community Project
Hipp, J., Deutsch, K., Dunstan, C., Jones, J., & Ogletree, S. (2022, December). Parks & Recreation, 40–44. https://www.nrpa.org/parks-recreation-magazine/2022/december/evaluating-the-2019-parks-build-community-project/
Contributors: J. Hipp, K. Deutsch, C. Dustan, J. Jones, S. Ogletree & S. Ogletree
Source: ORCID
Added: March 14, 2023
2022 journal article
Associations of Greenness, Parks, and Blue Space With Neurodegenerative Disease Hospitalizations Among Older US Adults
JAMA Network Open, 5(12), e2247664.
MeSH headings : Aged; Humans; Female; United States / epidemiology; Adult; Middle Aged; Male; Medicare; Cohort Studies; Neurodegenerative Diseases; Alzheimer Disease / epidemiology; Hospitalization; Parkinson Disease
TL;DR:
Exposure to some natural environments may reduce the risk of ADRD and PD hospitalization among older adults, according to this US-based cohort study of approximately 62 million Medicare beneficiaries.
(via Semantic Scholar)
Source: ORCID
Added: March 14, 2023
2022 journal article
The PAD-US-AR dataset: Measuring accessible and recreational parks in the contiguous United States
Scientific Data, 9(1).
TL;DR:
The PAD-US-AR presents reliable estimates of parks in the contiguous U.S. that are accessible for outdoor recreation and has strong associations with home prices, shares of female residents, and shares of older residents and can accompany other nature exposure metrics in environmental epidemiology and allied research fields.
(via Semantic Scholar)
Source: ORCID
Added: March 14, 2023
2022 article
Spectral adjustment for spatial confounding
Guan, Y., Page, G. L., Reich, B. J., Ventrucci, M., & Yang, S. (2022, December 21). BIOMETRIKA, Vol. 12.
author keywords: Coherence; Conditional autoregressive prior; COVID-19; Matern covariance; Spatial confounding
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: March 13, 2023
2022 article
Deep Residual Network with Multi-Image Attention for Imputing Under Clouds in Satellite Imagery
2022 26TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), pp. 643–649.
TL;DR:
A novel deep learning-based imputation technique for inferring spectral values under the clouds using nearby cloud-free satellite image observations is presented and it is demonstrated that the ECA method is consistently better than all other methods.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
15. Life on Land
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: February 20, 2023
2022 journal article
Characterizing soil water content variability across spatial scales from optimized high-resolution distributed temperature sensing technique
JOURNAL OF HYDROLOGY, 612.
author keywords: Distributed Temperature Sensing; Soil thermal properties; Soil moisture; Single-Probe Heat-Pulse; Statistical learning; Remote sensing
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(Web of Science)
13. Climate Action
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: February 13, 2023
2022 journal article
Science Goals and Mission Concept for a Landed Investigation of Mercury
PLANETARY SCIENCE JOURNAL, 3(3).
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(OpenAlex)
Source: Web Of Science
Added: February 6, 2023
2022 article
Tangible Landscape software
Petrasova, A., Petras, V., & Harmon, B. (2022, June 29).
Contributors: V. Petras
Source: ORCID
Added: February 2, 2023
2022 article
FUTURES v3.0.0 software for urban growth modeling
Petrasova, A. (2022, June 2).
Source: ORCID
Added: February 2, 2023
2022 article
GRASS GIS 8.2.0
Landa, M., Neteler, M., Metz, M., Petrasova, A., Delucchi, L., Zambelli, P., … Tawalika, C. (2022, June 3).
Source: ORCID
Added: February 2, 2023
2022 journal article
Coupling ecosystem-centered governance modes with environmental justice
FRONTIERS IN SUSTAINABLE CITIES, 4.
author keywords: environmental justice; regional change; Great Lakes (North America); legacy pollution; stream remediation
Sources: Web Of Science, ORCID
Added: January 30, 2023
2022 journal article
The management costs of alternative forest management strategies in the Lake Tahoe Basin
ECOLOGY AND SOCIETY, 27(4).
author keywords: economic cost; forest management; Lake Tahoe; prescribed fire; wildfire
UN Sustainable Development Goal Categories
13. Climate Action
(Web of Science)
15. Life on Land
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID
Added: January 23, 2023
2022 article
Valid Model-Free Spatial Prediction
Mao, H., Martin, R., & Reich, B. J. J. (2022, December 17). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 12.
author keywords: Conformal prediction; Gaussian process; Kriging; Nonstationary; Plausibility
UN Sustainable Development Goal Categories
2. Zero Hunger
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: January 23, 2023
2022 article
Integrating principles and tools of decision science into value-driven watershed planning for compensatory mitigation
Sanchez, G. M. M., Eaton, M. J. J., Garcia, A. M. M., Keisman, J., Ullman, K., Blackwell, J., & Meentemeyer, R. K. K. (2022, December 26). ECOLOGICAL APPLICATIONS, Vol. 12.
author keywords: compensatory mitigation; decision science; knowledge coproduction; natural resources management; research-management partnerships; watershed planning
MeSH headings : Ecosystem; Conservation of Natural Resources; North Carolina; Environmental Policy
Sources: Web Of Science, NC State University Libraries
Added: January 17, 2023
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