1.0.6 • Published 2 months ago
w-kriging v1.0.6
w-kriging
A tool for kriging.
Documentation
To view documentation or get support, visit docs.
Core
w-kriging
is basing on thepykrige
frompython
.
Installation
Using npm(ES6 module):
Note:
w-kriging
is mainly dependent onlodash-es
andwsemi
, and should run inWindows
.
npm i w-kriging
Example 2D:
Link: [dev source code]
import WKriging from './src/WKriging.mjs' //import WKriging from 'w-kriging/src/WKriging.mjs' //import WKriging from 'w-kriging'
async function test2d1() {
let psSrc = [
{
x: -0.1, y: -0.1, z: 0
},
{
x: 1, y: 0, z: 0
},
{
x: 1, y: 1, z: 10
},
{
x: 0, y: 1, z: 0
},
]
let psTar = [
{ x: 0.1, y: 0.95 },
]
let opt = {
variogram_model: 'gaussian',
nlags: 9,
}
let r = await WKriging(psSrc, psTar, opt)
console.log('test2d1', r)
// => test2d [ { x: 0.1, y: 0.95, z: 1.8997805977145759 } ]
} test2d1() .catch((err) => { console.log('catch', err) })
async function test2d2() {
let psSrc = [{ x: 243, y: 206, z: 95 }, { x: 233, y: 225, z: 146 }, { x: 21, y: 325, z: 22 }, { x: 953, y: 28, z: 223 }, { x: 1092, y: 290, z: 39 }, { x: 744, y: 200, z: 191 }, { x: 174, y: 3, z: 22 }, { x: 537, y: 368, z: 249 }, { x: 1151, y: 371, z: 86 }, { x: 814, y: 252, z: 125 }]
let psTar = [{
x: 243,
y: 205,
}]
let opt = {
variogram_model: 'exponential',
nlags: 9,
}
let r = await WKriging(psSrc, psTar, opt)
console.log('test2d2', r)
// => test2d [ { x: 243, y: 205, z: 94.89492366904084 } ]
} test2d2() .catch((err) => { console.log('catch', err) })
#### Example 3D:
> **Link:** [[dev source code](https://github.com/yuda-lyu/w-kriging/blob/master/g-3d.mjs)]
```alias
import WKriging from './src/WKriging.mjs'
//import WKriging from 'w-kriging/src/WKriging.mjs'
//import WKriging from 'w-kriging'
async function test3d1() {
let psSrc = [
{
x: -0.1, y: -0.1, z: -0.1, v: 0
},
{
x: 1, y: 0, z: 0, v: 0
},
{
x: 1, y: 1, z: 0, v: 0
},
{
x: 0, y: 0, z: 1, v: 0
},
{
x: 1, y: 0, z: 1, v: 0
},
{
x: 1, y: 1, z: 1, v: 10
},
]
let psTar = [
{
x: 0.1, y: 0.1, z: 0.95
},
]
let opt = {
variogram_model: 'gaussian',
nlags: 9,
}
let r = await WKriging(psSrc, psTar, opt)
console.log('test3d1', r)
// => test3d [ { x: 0.1, y: 0.1, z: 0.95, v: 1.666666666666666 } ]
}
test3d1()
.catch((err) => {
console.log('catch', err)
})