KNN-WG 1.0

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).

Author AgriMetSoft
License Commercial
Price $23.95
Released 2017-01-01
Downloads 11
Filesize 56.30 MB
Requirements
Installation Install and Uninstall
Keywords Weather Generator, K-nearest neighbors, Non-Parametric
Users' rating
(0 rating)
KNN-WG - Download Notice

Using KNN-WG Free Download crack, warez, password, serial numbers, torrent, keygen, registration codes, key generators is illegal and your business could subject you to lawsuits and leave your operating systems without patches. We do not host any torrent files or links of KNN-WG on rapidshare.com, depositfiles.com, megaupload.com etc. All KNN-WG download links are direct KNN-WG full download from publisher site or their selected mirrors.
Avoid: oem software, old version, warez, serial, torrent, KNN-WG keygen, crack.
Consider: KNN-WG full version, full download, premium download, licensed copy.

KNN-WG - The Latest User Reviews

Most popular Science downloads

WebPlotDigitizer

v1.1 download

Web based tool to extract data from plot images from scanned documents or pu ...

QuickField Student Edition

6.3.0.1934 download

QuickField software for electromagnetic, heat transfer and stress analysis.

CAPE-OPEN Unit Operation for Matlab

2.0.0.11 download

Unit operation for which calculations are performed by Matlab

Netcdf-Extractor

1.0 download

This tool is NETCDF EXTRACTOR, NETCDF FILE VIEWER, and NETCDF CONVERTER

CAPE-OPEN Thermo Import for Excel

1.0.0.6 download

Excel CAPE-OPEN Thermo Import is an Excel extension for thermodynamic in Excel.

Asynx Planetarium

2.80 download

Over 10000 stars, 88 constellations and planets, moon from different locations.

Simple Solver

5.4.3 download

computer logic design, logic simulation, boolean minimize, freeware, shareware

BSAcalc

1.7 download

Calculation of the Surface Area of the Body and Body Mass Index

New Software

AstroGrav for Mac

3.4.3 download

A high precision solar system simulator/calculator with interactive 3D viewing.

Unipro UGENE

1.27.0 download

A free visual software solution for DNA and protein sequence analysis