The KNN-WG is a tool for lead time simulation of daily weather data based on Knn
The K-nearest neighbors (K-NN) is an analogous approach. This method has its origin as a non-parametric statistical pattern recognition procedure to distinguish between different patterns according to a selection criterion. Through this method, researchers can generate future data. In other words, the KNN is a technique that conditionally resamples the values from the observed record based on the conditional relationship specied. The KNN is most simple approach.
The most promising non-parametric technique for generating weather data is the K-nearest neighbor (K-NN) resampling approach. The K-NN method is based on recognizing a similar pattern of target le within the historical observed weather data which could be used as reduction of the target year (Young, 1994; Yates, 2003; Eum et al., 2010). The target year is the initial seed of data which, together with the historical data, are required as
input les for running the model. This method relies on the assumption that the actual weather data observed during the target year could be a replication of weather recorded in the past. The k-NN technique does not use any predened mathematical functions to estimate a target variable.
Actually, the algorithm of this method typically involves selecting a specied number of days similar in characteristics to the day of interest. One of these days is randomly resampled to represent the weather of the next day in the simulation period. The nearest neighbor approach involves simultaneous sampling of the weather variables, such as precipitation and temperature. The sampling is carried out from the observed data, with replacement.
The K-NN method is widely used in agriculture (Bannayan and Hoogenboom, 2009), forestry (Lopez et al., 2001) and hydrology (Clark et al., 2004; Yates et al., 2003).

KNN-WG 1.0 is 100% clean
This download (KNN-WG.exe) was tested thoroughly and was found 100% clean. Click "Report Spyware" link on the top if you found this software contains any form of malware, including but not limited to: spyware, viruses, trojans and backdoors.

 

1. BlitzCalc 1.0.3 - BlitzCalc is a revolutionary Windows-integrated calculator.
2. WordQuiz 5.4.0 - A flashcard program for learning vocabulary and terminology
3. Cute Baby Name 1.0 - Contains about 30000 baby names, name meanings and origins,boy and girl names
4. Geometry 1.1 - Calculate geometry figures as spheres, triangles, cones, trapezoids.
5. GeoPro 2.3 - GeoPro is the next level of our application geometry for students and engineers
6. Planets of the Solar System Screensaver 1.0 - Colorful pictures of 9 Planets and the Sun with basic scientific descriptions.
7. Charlie and Arnaud 1.0 - 2 award winning e-picture books that delight both children and adults.
8. Arnaud, the Boy Who... 1.0 - Arnaud follows his own path and does what he wants in this fun E-picture book.
9. A Day With Charlie 1.0 - Spend a fun day with Charlie in this wonderful and moving picture book.
10. Play It - Notes 1.0.0 - Piano sight reading drills to improve recognition of notes, intervals and chords