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Transcriptomic Response Of Anopheles Gambiae Sensu Stricto Mosquito Larvae To Curry Tree (Murraya Koenigii) Phytochemicals, Clarence M. Mang’Era, Fathiya M. Khamis, Erick O. Awuoche, Ahmed Hassanali, Fidelis Levi Odhiambo Ombura, Paul O. Mireji Dec 2021

Transcriptomic Response Of Anopheles Gambiae Sensu Stricto Mosquito Larvae To Curry Tree (Murraya Koenigii) Phytochemicals, Clarence M. Mang’Era, Fathiya M. Khamis, Erick O. Awuoche, Ahmed Hassanali, Fidelis Levi Odhiambo Ombura, Paul O. Mireji

All Peer-Reviewed Publications

Background: Insect growth regulators (IGRs) can control insect vector populations by disrupting growth and development in juvenile stages of the vectors. We previously identified and described the curry tree (Murraya koenigii (L.) Spreng) phytochemical leaf extract composition (neplanocin A, 3-(1-naphthyl)-l-alanine, lumiflavine, terezine C, agelaspongin and murrayazolinol), which disrupted growth and development in Anopheles gambiae sensu stricto mosquito larvae by inducing morphogenetic abnormalities, reducing locomotion and delaying pupation in the mosquito. Here, we attempted to establish the transcriptional process in the larvae that underpins these phenotypes in the mosquito. Methods: We first exposed third-fourth instar larvae of the mosquito to the …


Insect Flower-Visitors Of African Oil Palm Elaeis Guineensis At Different Sites And Distances From Natural Vegetation In Uganda, James Peter Egonyu, Stephen Erisa Sisye, John Baguma, Milton Otema, Gabriel Ddamulira Dec 2021

Insect Flower-Visitors Of African Oil Palm Elaeis Guineensis At Different Sites And Distances From Natural Vegetation In Uganda, James Peter Egonyu, Stephen Erisa Sisye, John Baguma, Milton Otema, Gabriel Ddamulira

All Peer-Reviewed Publications

This survey aimed at generating information to guide improvement of oil palm fruit-set in Uganda by testing the hypothesis that diversity and abundance of oil palm insect flower-visitors were influenced by sampling site, distance from natural vegetation and flower sex. Sampling was done on male and female oil palm flowers from (i) five oil palm experimental fields in different districts and (ii) oil palm plantations on Bugala Island on Lake Victoria. The plantations on Bugala Island were subdivided into near (0–15 m) and far (100–200 m) from natural vegetation. We recorded 162,677 insects in 23 morpho-species, dominated by weevils in …


Temperature-Dependent Modelling And Spatial Prediction Reveal Suitable Geographical Areas For Deployment Of Two Metarhizium Anisopliae Isolates For Tuta Absoluta Management, Ayaovi Agbessenou, Komivi S. Akutse, Abdullahi A. Yusuf, Sospeter W. Wekesa, Fathiya M. Khamis Dec 2021

Temperature-Dependent Modelling And Spatial Prediction Reveal Suitable Geographical Areas For Deployment Of Two Metarhizium Anisopliae Isolates For Tuta Absoluta Management, Ayaovi Agbessenou, Komivi S. Akutse, Abdullahi A. Yusuf, Sospeter W. Wekesa, Fathiya M. Khamis

All Peer-Reviewed Publications

Tuta absoluta is one of the most devastating pests of Solanaceae crops in Africa. We previously demonstrated the efficacy of Metarhizium anisopliae isolates ICIPE 18, ICIPE 20 and ICIPE 665 against adult T. absoluta. However, adequate strain selection and accurate spatial prediction are fundamental to optimize their efficacy and formulations before field deployment. This study therefore assessed the thermotolerance, conidial yield and virulence (between 15 and 35 °C) of these potent isolates. Over 90% of conidia germinated at 20, 25 and 30 °C while no germination occurred at 15 °C. Growth of the three isolates occurred at all temperatures, but …


Molecular Prevalence And Risk Factors Associated With Tick-Borne Pathogens In Cattle In Western Kenya, Tatenda Chiuya, Jandouwe Villinger, Daniel K. Masiga, Dickens O. Ondifu, Maurice K. Murungi, Lillian Wambua, Armanda D.S. Bastos, Eric M. Fèvre, Laura C. Falzon Dec 2021

Molecular Prevalence And Risk Factors Associated With Tick-Borne Pathogens In Cattle In Western Kenya, Tatenda Chiuya, Jandouwe Villinger, Daniel K. Masiga, Dickens O. Ondifu, Maurice K. Murungi, Lillian Wambua, Armanda D.S. Bastos, Eric M. Fèvre, Laura C. Falzon

All Peer-Reviewed Publications

Background: Tick-borne pathogens (TBPs) are of global importance, especially in sub-Saharan Africa where they represent a major constraint to livestock production. Their association with human disease is also increasingly recognized, signalling their zoonotic importance. It is therefore crucial to investigate TBPs prevalence in livestock populations and the factors associated with their presence. We set out to identify TBPs present in cattle and to determine associated risk factors in western Kenya, where smallholder livestock production is important for subsistence and market-driven income. Results: Tick-borne pathogen infections in blood samples collected from cattle at livestock markets and slaughterhouses between May 2017 and …


Correction To: 2021 Taxonomic Update Of Phylum Negarnaviricota (Riboviria: Orthornavirae), Including The Large Orders Bunyavirales And Mononegavirales (Archives Of Virology, (2021), 166, 12, (3513-3566), 10.1007/S00705-021-05143-6), Jens H. Kuhn, Scott Adkins, Bernard R. Agwanda, Rim Al Kubrusli, Sergey V. Alkhovsky, Gaya K. Amarasinghe, Tatjana Avšič-Županc, María A. Ayllón, Justin Bahl, Anne Balkema-Buschmann, Matthew J. Ballinger, Christopher F. Basler, Sina Bavari, Martin Beer, Nicolas Bejerman, Andrew J. Bennett, Dennis A. Bente, Éric Bergeron, Brian H. Bird, Carol D. Blair, Kim R. Blasdell, Dag Ragnar Blystad, Jamie Bojko, Wayne B. Borth, Steven Bradfute, Rachel Breyta, Thomas Briese, Paul A. Brown Dec 2021

Correction To: 2021 Taxonomic Update Of Phylum Negarnaviricota (Riboviria: Orthornavirae), Including The Large Orders Bunyavirales And Mononegavirales (Archives Of Virology, (2021), 166, 12, (3513-3566), 10.1007/S00705-021-05143-6), Jens H. Kuhn, Scott Adkins, Bernard R. Agwanda, Rim Al Kubrusli, Sergey V. Alkhovsky, Gaya K. Amarasinghe, Tatjana Avšič-Županc, María A. Ayllón, Justin Bahl, Anne Balkema-Buschmann, Matthew J. Ballinger, Christopher F. Basler, Sina Bavari, Martin Beer, Nicolas Bejerman, Andrew J. Bennett, Dennis A. Bente, Éric Bergeron, Brian H. Bird, Carol D. Blair, Kim R. Blasdell, Dag Ragnar Blystad, Jamie Bojko, Wayne B. Borth, Steven Bradfute, Rachel Breyta, Thomas Briese, Paul A. Brown

All Peer-Reviewed Publications

Unfortunately, the inclusion of original names (in non-Latin script) of the following authors caused problems with author name indexing in PubMed. Therefore, these original names were removed from XML data to correct the PubMed record. Mengji Cao, Yuya Chiaki, Hideki Ebihara, Jingjing Fu, George Fú Gāo, Tong Han, Jiang Hong, Ni Hong, Seiji Hongo, Masayuki Horie, Dàohóng Jiāng, Fujio Kadono, Hideki Kondō, Kenji Kubota, Shaorong Li, Longhui Li, Jiànróng Lǐ, Huazhen Liu, Tomohide Natsuaki, Sergey V. Netesov, Anna Papa, Sofia Paraskevopoulou, Liying Qi, Takahide Sasaya, Mang Shi, Xiǎohóng Shí, Zhènglì Shí, Yoshifumi Shimomoto, Jin‑Won Song, Ayato Takada, Shigeharu Takeuchi, Yasuhiro …


2021-11-30_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services Nov 2021

2021-11-30_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated three times a week on Mondays, Wednesdays and Fridays.

Syndromic Surveillance System data is obtained from approximately 216 facilities participating in syndromic surveillance (139 Emergency Departments (ED), 77 Urgent Care) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, …


Tile Fish (Lopholatilus Villarii) Neurocranium, Maeya C. Yeatman, Sebastian K. Chan, David W. Kerstetter Nov 2021

Tile Fish (Lopholatilus Villarii) Neurocranium, Maeya C. Yeatman, Sebastian K. Chan, David W. Kerstetter

All Scans: Kerstetter Fisheries and Avian Ecology 3D Scan Series

Neurocranium from 12 cm total length (TL) Tile fish (Lopholatilus villarii), collected from Foodtown on 10/22/2021 by Maeya Yeatman and Sebastian Chan


Snook Neurocranium Scan Mello & Glanzmann, Christopher F. Glanzmann, Madison A. Mello Nov 2021

Snook Neurocranium Scan Mello & Glanzmann, Christopher F. Glanzmann, Madison A. Mello

All Scans: Kerstetter Fisheries and Avian Ecology 3D Scan Series

This file is a 3D scan of a Snook Neurocranium. Snook head provided by DR. Kerstetter and scan performed by Chris Glanzmann and Madison Mello. Medium detail scan with a simplification ratio of 50.


The Timing Effects Of Reward, Business Longevity, And Involvement On Consumers’ Responses To A Reward Program, Badri Munir Sukoco, Meng-Kuan Lai, Wan-Jou Weng Nov 2021

The Timing Effects Of Reward, Business Longevity, And Involvement On Consumers’ Responses To A Reward Program, Badri Munir Sukoco, Meng-Kuan Lai, Wan-Jou Weng

ASEAN Marketing Journal

The Timing Effects of Reward, Business Longevity, and Involvement on Consumers’ Responses to a Reward Program


E-Travel Adoption By Small Travel Enterprises (Stes): An Initial Study In Indonesia And Malaysia, Vera Pujani, Yazrina Yahya, Alfitman Alfitman, Refdinal Nazir Nov 2021

E-Travel Adoption By Small Travel Enterprises (Stes): An Initial Study In Indonesia And Malaysia, Vera Pujani, Yazrina Yahya, Alfitman Alfitman, Refdinal Nazir

ASEAN Marketing Journal

This paper aims to investigate e-travel adoption of tourism industries in Indonesia and Malaysia particularly by STEs. The qualitative research was undertaken using case analysis from in-depth interviews of 10-STEs as intial study both in Indonesia and Malaysia. The finding result of e-travel adoption by STEs in a cross-cultural study was identified from the findings present in the initial study based on personal, organizational and website characteristics. The majority of personal characteristics were relatively similar in both countries. However, few differences are present in organizational and website characteristics. E-travel adoption in both countries is influenced by the business experiences of …


Marketing Collaboration And Sme Strategy Implementation In Blora, Indonesia, Kesi Widjajanti Nov 2021

Marketing Collaboration And Sme Strategy Implementation In Blora, Indonesia, Kesi Widjajanti

ASEAN Marketing Journal

The collaboration between small and medium enterprises (SMEs) and large enterprises (LEs) have been widely researched. Previous research on collaborative marketing strategy has been developed, but the contribution of these strategies for SMEs is still unclear. This research focuses on “marketing collaboration”to clarify the role of collaboration, based on the discussion of the findings that emerged from the qualitative study of SMEs. This is related to the characteristics of creative industries which mostly consist of SMEs with limited knowledge and skills to enter in the field of marketing. To expand the business SMEs is very difficult if done alone. To …


The Relationship Between Brand Equity, Customer Satisfaction, And Brand Loyalty On Coffee Shop: Study Of Excelso And Starbucks, Aries Susanty, Eirene Kenny Nov 2021

The Relationship Between Brand Equity, Customer Satisfaction, And Brand Loyalty On Coffee Shop: Study Of Excelso And Starbucks, Aries Susanty, Eirene Kenny

ASEAN Marketing Journal

This study investigates the effect of the Brand Equity on the Customer Satisfaction and the Brand Loyalty of Starbucks and Excelso coffee shops’ customers. Starbucks is the strongest competitor of Excelso. Data used in this study was primary data which were collected through closed questionnaires with 1-5 Likert scale. A sample of this study was 270 respondents, 135 respondents for each brand. The study used Structural Equation Modelling (SEM) operated by LISREL program to analyze the hypothesis. The results of this study showed that The Physical Quality, the Ideal Self-Congruence, and the Lifestyle Congruence have a positive and significant impact …


2021-11-29_Michiganoverview_Covidcounts, Michigan Department Of Health & Human Services Nov 2021

2021-11-29_Michiganoverview_Covidcounts, Michigan Department Of Health & Human Services

Michigan COVID-19 Confirmed Cases by Date of Onset Data

Data was downloaded as an Excel spreadsheet which appeared in the Public Use Datasets section under the Cumulative Data link of Michigan's Coronavirus webpage, under the url https://www.michigan.gov/coronavirus/0,9753,7-406-98163_98173---,00.html.

Cases are aggregated by the date of onset of COVID-19 symptoms, if known, otherwise by laboratory specimen date if known, otherwise by case referral date. Deaths are aggregated by the date of death if known, otherwise by the last date of a change to the case status.


2021-11-29_Michigandaily_Covidmap, Michigan Department Of Health & Human Services Nov 2021

2021-11-29_Michigandaily_Covidmap, Michigan Department Of Health & Human Services

Daily Michigan COVID-19 Update

The "WHERE WE STAND WITH COVID-19" map was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily at 3p.m., Monday - Saturday.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled.

The image contained a map, indicating total cases by county, and also provides statistics on Total Confirmed Cases, Total COVID-19 Deaths, Daily Confirmed Cases, and Daily COVID-19 Deaths. There …


2021-11-28_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services Nov 2021

2021-11-28_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated three times a week on Mondays, Wednesdays and Fridays.

Syndromic Surveillance System data is obtained from approximately 216 facilities participating in syndromic surveillance (139 Emergency Departments (ED), 77 Urgent Care) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, …


2021-11-26_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services Nov 2021

2021-11-26_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated three times a week on Mondays, Wednesdays and Fridays.

Syndromic Surveillance System data is obtained from approximately 216 facilities participating in syndromic surveillance (139 Emergency Departments (ED), 77 Urgent Care) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, …


2021-11-24_Michigandaily_Covidmap, Michigan Department Of Health & Human Services Nov 2021

2021-11-24_Michigandaily_Covidmap, Michigan Department Of Health & Human Services

Daily Michigan COVID-19 Update

The "WHERE WE STAND WITH COVID-19" map was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily at 3p.m., Monday - Saturday.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled.

The image contained a map, indicating total cases by county, and also provides statistics on Total Confirmed Cases, Total COVID-19 Deaths, Daily Confirmed Cases, and Daily COVID-19 Deaths. There …


Kristin Du Mez: Love Thy Neighbor Is For Wimps, Kristin Du Mez Nov 2021

Kristin Du Mez: Love Thy Neighbor Is For Wimps, Kristin Du Mez

University Faculty Publications and Creative Works

Militant hyper-masculinity is the ideal of Christian manhood in the white evangelical world, and it's part and parcel of Trumpism and today's Republican Party. Author Kristen Du Mez joins Charlie Sykes on today's podcast.


2021-11-22_Michiganoverview_Covidcounts, Michigan Department Of Health & Human Services Nov 2021

2021-11-22_Michiganoverview_Covidcounts, Michigan Department Of Health & Human Services

Michigan COVID-19 Confirmed Cases by Date of Onset Data

Data was downloaded as an Excel spreadsheet which appeared in the Public Use Datasets section under the Cumulative Data link of Michigan's Coronavirus webpage, under the url https://www.michigan.gov/coronavirus/0,9753,7-406-98163_98173---,00.html.

Cases are aggregated by the date of onset of COVID-19 symptoms, if known, otherwise by laboratory specimen date if known, otherwise by case referral date. Deaths are aggregated by the date of death if known, otherwise by the last date of a change to the case status.


2021-11-22_Michigandaily_Covidmap, Michigan Department Of Health & Human Services Nov 2021

2021-11-22_Michigandaily_Covidmap, Michigan Department Of Health & Human Services

Daily Michigan COVID-19 Update

The "WHERE WE STAND WITH COVID-19" map was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily at 3p.m., Monday - Saturday.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled.

The image contained a map, indicating total cases by county, and also provides statistics on Total Confirmed Cases, Total COVID-19 Deaths, Daily Confirmed Cases, and Daily COVID-19 Deaths. There …


2021-11-21_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services Nov 2021

2021-11-21_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated three times a week on Mondays, Wednesdays and Fridays.

Syndromic Surveillance System data is obtained from approximately 216 facilities participating in syndromic surveillance (139 Emergency Departments (ED), 77 Urgent Care) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, …


The Mindful Christian With Irene Kraegel, Irene Kraegel Nov 2021

The Mindful Christian With Irene Kraegel, Irene Kraegel

University Faculty Publications and Creative Works

Our guest for this episode is Irene Kraegel, the author of The Mindful Christian. We examine how Christian life is enhanced by mindfulness.


2021-11-19_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services Nov 2021

2021-11-19_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated three times a week on Mondays, Wednesdays and Fridays.

Syndromic Surveillance System data is obtained from approximately 216 facilities participating in syndromic surveillance (139 Emergency Departments (ED), 77 Urgent Care) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, …


2021-11-19_Michigandaily_Covidmap, Michigan Department Of Health & Human Services Nov 2021

2021-11-19_Michigandaily_Covidmap, Michigan Department Of Health & Human Services

Daily Michigan COVID-19 Update

The "WHERE WE STAND WITH COVID-19" map was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily at 3p.m., Monday - Saturday.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled.

The image contained a map, indicating total cases by county, and also provides statistics on Total Confirmed Cases, Total COVID-19 Deaths, Daily Confirmed Cases, and Daily COVID-19 Deaths. There …


Periscope: A Keystroke Inference Attack Using Human Coupled Electromagnetic Emanations, Jin Wenqiang, Murali Srinivasan, Huadi Zhu, Ming Li Nov 2021

Periscope: A Keystroke Inference Attack Using Human Coupled Electromagnetic Emanations, Jin Wenqiang, Murali Srinivasan, Huadi Zhu, Ming Li

Association of Computing Machinery Open Access Agreement Publications-Archive

This study presents Periscope, a novel side-channel attack that exploits human-coupled electromagnetic (EM) emanations from touchscreens to infer sensitive inputs on a mobile device. Periscope is motivated by the observation that finger movement over the touchscreen leads to time-varying coupling between these two. Consequently, it impacts the screen’s EM emanations that can be picked up by a remote sensory device. We intend to map between EM measurements and finger movements to recover the inputs. As the significant technical contribution of this work, we build an analytic model that outputs finger movement trajectories based on given EM readings. Our approach does …


Earthworm And Soil Data For Ottawa National Forest, Blair Orr Nov 2021

Earthworm And Soil Data For Ottawa National Forest, Blair Orr

Michigan Tech Research Data

Two types of analysis were run.

I. Probability of finding L. terrestris in habitat types of the Ottawa National Forests.

Abstract: Parts of the Ottawa National Forest (ONF) provide suitable habitat for invasive earthworms. Extensive earthworm invasion is a relatively recent event on the ONF and this study captures the current state of the earthworm invasion through a four-stage invasive species distribution model (iSDM). The random distribution of earthworms indicates early colonization by earthworms which is moderated by habitat (forest type, soil group, and drainage class). CART modeling was used to determine probability of earthworm invasion. The CART model had …


Empowering The Human-Nature Bond, Lightning Talk (7 Min), Valeria Widjaja Nov 2021

Empowering The Human-Nature Bond, Lightning Talk (7 Min), Valeria Widjaja

GIS Day

What is land? Is it dirt, the Earth, property, a resource? But rarely we ask who is land? When we change the question, it changes the way we think about land. It transforms the way we make decisions about how we might protect land. Through the Deshkan Ziibi Conservation Impact Bond, this story map explores how Carolinian Canada, Chippewas of the Thames First Nations, VERGE Capital, Ivey Business School, Thames Talbot Land Trust, and 3M are striving to heal the landscape. Overall, this story map visualizes both the human-nature and human-human relationships being facilitated by the bond. Learn the about …


2021-11-17_Michigandaily_Covidmap, Michigan Department Of Health & Human Services Nov 2021

2021-11-17_Michigandaily_Covidmap, Michigan Department Of Health & Human Services

Daily Michigan COVID-19 Update

The "WHERE WE STAND WITH COVID-19" map was obtained from Michigan's main COVID-19 page: https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily at 3p.m., Monday - Saturday.

The State of Michigan is working around the clock to test and treat COVID-19 patients. Below is the most recent data healthcare experts across the state have compiled.

The image contained a map, indicating total cases by county, and also provides statistics on Total Confirmed Cases, Total COVID-19 Deaths, Daily Confirmed Cases, and Daily COVID-19 Deaths. There …


The Second Acm Sigenergy Workshop On Reinforcement Learning For Energy Management In Buildings & Cities (Rlem), Zoltan Nagy, June Young Park, Jan Drgona, Matias Quintana Nov 2021

The Second Acm Sigenergy Workshop On Reinforcement Learning For Energy Management In Buildings & Cities (Rlem), Zoltan Nagy, June Young Park, Jan Drgona, Matias Quintana

Association of Computing Machinery Open Access Agreement Publications-Archive

This is the second edition of the ACM SIGEnergy Workshop for Reinforcement Learning for Energy Management in Buildings and Cities (RLEM). RLEM brings together researchers and industry practitioners for the advancement of (deep) reinforcement learning (RL) in the built environment as it is applied for managing energy in civil infrastructure systems (energy, water, transportation).


2021-11-16_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services Nov 2021

2021-11-16_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated three times a week on Mondays, Wednesdays and Fridays.

Syndromic Surveillance System data is obtained from approximately 216 facilities participating in syndromic surveillance (139 Emergency Departments (ED), 77 Urgent Care) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, …