Researchers Show Phone Calls Can Forecast Dengue Fever Outbreaks

A research team has developed a system which will forecast the occurrence of infectious disease by merely analyzing the vocation behavior of voters to a public-health hotline. This telephone-based malady closed-circuit television will forecast 2 to a few weeks sooner than time — with intra-city graininess — outbreaks of infectious disease, a mosquito-borne virus that infects up to four hundred,000 folks annually.

The prediction system, delineate in a very paper revealed Gregorian calendar month eight in Science Advances, was developed by researchers from big apple University and therefore the University of Washington within the U.S. and knowledge Technology University and therefore the Punjab data Technology Board in West Pakistan. [1]

Defining a neural network and data mining forecast model for wind speed and wind power nowcasting in Austria

An artificial vegetative cell network (ANN) foretelling setup for wind speed and alternative energy nowcasting (0 – vi hours ahead) and medium-range (7 – forty hours ahead) prediction is investigated. A baseline setup was outlined as “control” forecast model employing a easy feed-forward neural network with an outlined set of input, hidden and output neurons and hidden layers. For applied mathematics strength AN ensemble of neural network forecasts is employed with the mean as settled forecast. Given the particular parcel of Oesterreich and therefore the, at some regions connected complexness in foretelling wind speed and power production, completely different ANN setups were investigated to search out AN best foretelling framework. [2]

A prototype seasonal forecast system for the agricultural sector in Peru.

Seasonal forecasts will be of high price for the agricultural sector as agriculture depends powerfully on climate throughout the season. particularly tailored forecasts, e.g. the amount of days below a plant-specific vital temperature threshold or the onset of the time of year will be of nice price for coming up with activities. among the framework of the CLIMANDES project (a test of the worldwide Framework for Climate Services LED by WMO [http://www.wmo.int/gfcs/climandes]) we have a tendency to aim to line up a epitome seasonal forecast system for the agricultural sector in South American nation, as well as predictions of user-tailored indices. This epitome seasonal forecast system combines climatological info and seasonal forecasts. this fashion strong info on climatical variability is provided within the 1st place and if a skillful forecast exists, tendencies faraway from this natural variability area unit known. This has 2 main blessings over the typically used formats in seasonal statement. For one, users area unit usually not acquainted with the tercile class forecasts nor perceive “normal” in a very climatological sense. [3]

Temperature monitoring and forecast system in remote areas with 4.0G LTE mobile technologies

The need to observe areas of high risk in terms of temperature indexes has enclosed 2 necessary components for its compliance: observance associate degreed forecast of records in an setting. activity this procedure manually is inefficient because it provides a flat perspective and can’t predict the state of the setting with rigor. package systems square measure up to date components in constant refinement, that satisfy rising desires of a context, so that, in reference to observance associate degreed forecast an setting, it permits a classy automation of the method, which tends to steer to a stronger oversight of the risks within the setting. this text presents a proposal for the oversight of speculative areas, through temperature registers, manageable through the planning of a software with the implementation of mobile four.0G LTE technologies, aimed toward potency and effectiveness within the notification of environmental standing. [4]

Integrating Weather Research and Forecasting Model, Noah Land Surface Model and Urban Canopy Model for Urban Heat Island Effect Assessment

Despite inflated interest on the urban heat island (UHI) development, there ar restricted UHI studies on cities engineered exploitation the green-city construct of Sir Ebenezer Howard [1]. the executive capital of Asian country, Putrajaya is one in every of such cities engineered exploitation the green-city construct. the target of this study was to verify the effectiveness of the inexperienced town construct exploitation the National Centre for atmospherical analysis (NCAR) numerical technique. Numerical mesoscale Weather analysis and statement (WRF) Model was as well as patriarch land surface model and one layer urban cover model (UCM) to analyze the existence and distribution of UHI, and therefore the behavior of urban cover layer (2-m) temperature of Putrajaya town. Few studies are conducted exploitation the NCAR numerical technique (WRF) to explore Malaysian meteorology. quality of the model utilized in finding out UHI development of Putrajaya town was firm exploitation unchanged study of the world, and experimental knowledge from AlamSekitar Asian country SdnBhd (ASMA). Contribution of urban materials on the abstraction and temporal variations of UHI was conjointly investigated. Comparison with ASMA and unchanged knowledge unconcealed a satisfactory performance of the model. [5]

Reference

[1] Researchers Show Phone Calls Can Forecast Dengue Fever Outbreaks

July 8, 2016 (web link)

[2] Defining a neural network and data mining forecast model for wind speed and wind power nowcasting in Austria

Papazek P, Schicker I, Kann A. Defining a neural network and data mining forecast model for wind speed and wind power nowcasting in Austria. InEGU General Assembly Conference Abstracts 2018 Apr (Vol. 20, p. 13100). (Web link)

[3] A prototype seasonal forecast system for the agricultural sector in Peru.

Sedlmeier K, Gubler S, Imfeld N, Spirig C, Quevedo K, Escajadillo Y, Avalos G, Liniger MA, Schwierz C. A prototype seasonal forecast system for the agricultural sector in Peru. InEGU General Assembly Conference Abstracts 2018 Apr (Vol. 20, p. 16879). (Web link)

[4] Temperature monitoring and forecast system in remote areas with 4.0G LTE mobile technologies

Vargas KA, Parra OJ. Temperature monitoring and forecast system in remote areas with 4.0 G LTE mobile technologies. TELKOMNIKA (Telecommunication Computing Electronics and Control). 2018 Oct 1;16(5). (Web link)

[5] Integrating Weather Research and Forecasting Model, Noah Land Surface Model and Urban Canopy Model for Urban Heat Island Effect Assessment

  1. I. Morris1*, A. Chan1, S. Aekbal Salleh2, M. C. G. Ooi1, Y. A. Abakr1, M. Y. Oozeer1 and M. Duda3

1Faculty of Engineering, University of Nottingham Malaysia Campus, Selangor, Malaysia.

2Faculty of Architecture, Planning and Surveying, Universiti Teknologi MARA, Selangor, Malaysia.

3National Center for Atmospheric Research NCAR Boulder, CO, USA. (web link)

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