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| import matplotlib.pyplot as plt | |
| from ee_plugin import Map | |
| import numpy as np | |
| import ee | |
| import re | |
| try: | |
| ee.Image(0) | |
| except: | |
| ee.Initialize() |
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| id,time_start,PROCESSING_BASELINE,CLOUDY_PIXEL_PERCENTAGE,PRODUCT_ID,ID,cluster | |
| COPERNICUS/S2_SR_HARMONIZED/20210603T175911_20210603T175913_T23XML,2021-06-03T18:00:13Z,3,17.889409,S2A_MSIL2A_20210603T175911_N0300_R041_T23XML_20210603T230410,1267,46 | |
| COPERNICUS/S2_SR_HARMONIZED/20220713T093549_20220713T093844_T36WWU,2022-07-13T09:41:55Z,4,43.179256,S2B_MSIL2A_20220713T093549_N0400_R036_T36WWU_20220713T112940,2292,11 | |
| COPERNICUS/S2_SR_HARMONIZED/20210430T195851_20210430T200023_T16XEP,2021-04-30T20:01:30Z,3,25.078981,S2A_MSIL2A_20210430T195851_N0300_R128_T16XEP_20210430T235023,1285,17 | |
| COPERNICUS/S2_SR_HARMONIZED/20181026T083031_20181026T083026_T36SXJ,2018-10-26T08:30:26Z,2.09,24.418523,S2A_MSIL2A_20181026T083031_N0209_R021_T36SXJ_20181026T094352,48,17 | |
| COPERNICUS/S2_SR_HARMONIZED/20190302T173229_20190302T173231_T14TLS,2019-03-02T17:41:05Z,2.11,45.87288,S2B_MSIL2A_20190302T173229_N0211_R055_T14TLS_20190302T214055,393,15 | |
| COPERNICUS/S2_SR_HARMONIZED/20190401T054639_20190401T054640_T43TGJ,2019-04-01T05:56:50Z,2.11,8. |
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| { | |
| "name": "main", | |
| "authentication_required": true, | |
| "images": { | |
| "path": { | |
| "R": "{id}/input/AR.tif", | |
| "G": "{id}/input/AG.tif", | |
| "B": "{id}/input/AB.tif", | |
| "mag1c": "{id}/input/mag1c.tif", | |
| "mag1c_scaled": "{id}/input/mag1c_scaled.tif" |
csaybar
/ trajets.csv
Created
January 21, 2022 08:36
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| DEP | ARR | NVOLS | PAX_FS | FSC | year | month | DEP_LAT | DEP_LONG | ARR_LAT | ARR_LONG | date | DEP_DEPARTEMENT | ARR_DEPARTEMENT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LFBA | LFPO | 67 | 1407 | CC | 2011 | 1 | 44.17 | 0.59 | 48.72 | 2.38 | 2011-01-01 01:01:00 | 47 | 91 | |
| LFBD | LFLL | 194 | 18100 | CC | 2011 | 1 | 44.83 | -0.72 | 45.73 | 5.08 | 2011-01-01 01:01:00 | 33 | 69 | |
| LFBD | LFML | 95 | 5577 | CC | 2011 | 1 | 44.83 | -0.72 | 43.44 | 5.22 | 2011-01-01 01:01:00 | 33 | 13 | |
| LFBD | LFMN | 56 | 3023 | CC | 2011 | 1 | 44.83 | -0.72 | 43.67 | 7.22 | 2011-01-01 01:01:00 | 33 | 6 | |
| LFBD | LFPG | 208 | 23427 | CC | 2011 | 1 | 44.83 | -0.72 | 49.01 | 2.55 | 2011-01-01 01:01:00 | 33 | 93 | |
| LFBD | LFPO | 332 | 38477 | CC | 2011 | 1 | 44.83 | -0.72 | 48.72 | 2.38 | 2011-01-01 01:01:00 | 33 | 91 | |
| LFBD | LFQQ | 67 | 2517 | CC | 2011 | 1 | 44.83 | -0.72 | 50.56 | 3.09 | 2011-01-01 01:01:00 | 33 | 59 | |
| LFBD | LFRS | 65 | 1753 | CC | 2011 | 1 | 44.83 | -0.72 | 47.16 | -1.61 | 2011-01-01 01:01:00 | 33 | 44 | |
| LFBD | LFSB | 15 | 1699 | CC | 2011 | 1 | 44.83 | -0.72 | 47.59 | 7.53 | 2011-01-01 01:01:00 | 33 | 68 |
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| highquality_manual_hq <- function(in_path, out_path, restart = 1) { | |
| # List all the available points in in_path | |
| full_points <- list.files(in_path, full.names = TRUE) | |
| message(sprintf("Hay %s puntos", length(full_points))) | |
| if (!all(grepl("point_", basename(full_points)))) { | |
| stop( | |
| "Existen carpetas o archivos que no empiezan con 'point_', eliminar primero", | |
| " todos los archivos/carpetas que no esten relacionado con cloudSEN12." | |
| ) | |
| } |
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| import numpy as np | |
| import matplotlib.pyplot as plt | |
| # OBS landuse100 and landuse10, wrong values due to int16 conversion mistake. | |
| s2folder = "/media/csaybar/Elements/minicloudsen12/point_0290/20190812T222541_20190812T222624_T59GNM" | |
| S2L1C = np.load(f"{s2folder}/input.npy") | |
| S2L1C_bands = ["B1", "B2", "B3","B4", "B5", "B6", "B7","B8", "B8A", "B9", "B10", "B11", "B12","VH", "VV", "angle", "CDI", "cloudshadow_direction", "elevation", "landuse100"] |
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| 566247000,"2020-06-05 23:59:13 GMT",63.69642,20.34497,6.5,0,4,5,9502790,"ASIA PEARL VI","9V3195",70,151,29,21,7,6.8,"HOLMSUND","05-31 17:30" | |
| 261182507,"2020-06-05 23:59:44 GMT",52.53917,13.34025,0,0,511,0,0,"RENIFER-O-02","SR2507",79,36,8,4,3,0.2,"BERLIN WESTHAFEN","11-05 06:00" | |
| 244714000,"2020-06-05 23:54:53 GMT",54.33613,10.15757,360,0,511,5,7336343,"CATHERINA","PIHH",36,38,2,6,1,2.9,"DEKEL","06-01 17:00" | |
| 477995258,"2020-06-05 23:59:54 GMT",22.36808,114.10147,218,0,31,0,9674969,"GUO YUAN","VRLK6",80,42,13,5,11,3,"","00-00 00:00" | |
| 412332770,"2020-06-05 23:58:17 GMT",31.25105,121.51519,0,0,480,15,0,"HONGNI","0",37,8,8,3,5,0,"","00-00 00:00" | |
| 413511050,"2020-06-05 23:59:46 GMT",21.6934,108.63524,360,0,511,0,0,"BEIBUWANYIN21","",50,13,7,3,2,1.5,"","00-00 00:01" | |
| 257633490,"2020-06-05 23:59:16 GMT",63.32943,8.07843,360,0,511,0,0,"TORNEDO","LE4710",99,5,3,2,2,1,"SMOLA","11-22 18:00" | |
| 413828411,"2020-06-05 23:47:16 GMT",31.95106,120.07355,108.7,6.7,108,15,0,"ZHONG NAN 1118","",70,42,10,4,5,0,"","00-00 00:00" | |
| 41345266 |
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| Polynomial dataset | |
| -5 -192.239 | |
| -4.5 71.537 | |
| -4 0.537 | |
| -3.5 -35.671 | |
| -3 -48.052 | |
| -2.5 -42.445 | |
| -2 -29.914 | |
| -1.5 -13.828 | |
| -1 -0.084 |
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| Linear dataset | |
| -5 -4.291 | |
| -4 -2.86 | |
| -3 -2.918 | |
| -2 -1.954 | |
| -1 -1.426 | |
| 0 1.988 | |
| 1 0.157 | |
| 2 0.593 | |
| 3 2.044 |
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| using Plots, Colors, FileIO, ImageIO | |
| using PyCall | |
| using EarthEngine | |
| Initialize() | |
| ee_extra = pyimport("ee_extra") | |
| landsat_module = "users/sofiaermida/landsat_smw_lst:modules/Landsat_LST.js" | |
| ee_extra.install(landsat_module) | |
| lsmodule = ee_extra.require(landsat_module) |
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