From a5ddd45a461b309ef254d1d0c74ef765d9382392 Mon Sep 17 00:00:00 2001
From: Tor-Einar Skog <tor-einar.skog@nibio.no>
Date: Thu, 28 Apr 2022 14:45:18 +0200
Subject: [PATCH] Changing dc calc to (TX+TN)/2
---
.gitignore | 1 +
README.md | 2900 ++++++++++++++++-
.../no/nibio/model/maizepheno/DataMatrix.java | 3 +-
.../model/maizepheno/MaizePhenologyModel.java | 67 +-
.../maizepheno/MaizePhenologyModelTest.java | 10 +-
...daily_avg_temps_01_station_id_TA00644.json | 111 -
6 files changed, 2803 insertions(+), 289 deletions(-)
delete mode 100644 src/test/resources/weather_data/daily_avg_temps_01_station_id_TA00644.json
diff --git a/.gitignore b/.gitignore
index 7af2838..7055ac0 100755
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,6 @@
target/
classes/
+nbproject/
.project
.classpath
.settings/
diff --git a/README.md b/README.md
index 4781f93..48b3daf 100644
--- a/README.md
+++ b/README.md
@@ -2,121 +2,2707 @@
## Example input data
```json
-{
- "sowingDate": "2020-11-18",
- "timeZone": "GMT+01:00",
- "observations": [{
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-15T23:00:00Z",
- "value": 28.808570075757572
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-16T23:00:00Z",
- "value": 24.803124999999998
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-17T23:00:00Z",
- "value": 23.585416666666664
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-18T23:00:00Z",
- "value": 22.24021464646464
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-19T23:00:00Z",
- "value": 21.294791666666672
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-20T23:00:00Z",
- "value": 22.479513888888892
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-21T23:00:00Z",
- "value": 23.483680555555555
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-22T23:00:00Z",
- "value": 23.693749999999994
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-23T23:00:00Z",
- "value": 24.222569444444446
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-24T23:00:00Z",
- "value": 24.49965277777778
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-25T23:00:00Z",
- "value": 24.984722222222228
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-26T23:00:00Z",
- "value": 25.753472222222225
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-27T23:00:00Z",
- "value": 26.517013888888894
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-28T23:00:00Z",
- "value": 25.756597222222215
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-29T23:00:00Z",
- "value": 24.773611111111112
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-01T23:00:00Z",
- "value": 24.747045454545454
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-02T23:00:00Z",
- "value": 23.485416666666666
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-03T23:00:00Z",
- "value": 24.048611111111114
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-04T23:00:00Z",
- "value": 25.025000000000002
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-05T23:00:00Z",
- "value": 25.715277777777786
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-06T23:00:00Z",
- "value": 25.610416666666666
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-07T23:00:00Z",
- "value": 25.48472222222222
- }]
-}
+[ {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T07:00:00Z",
+ "value": 28.799999999999997
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T08:00:00Z",
+ "value": 30.191666666666663
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T09:00:00Z",
+ "value": 32.18333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T10:00:00Z",
+ "value": 33.666666666666664
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T11:00:00Z",
+ "value": 34.55
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T12:00:00Z",
+ "value": 34.925000000000004
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T13:00:00Z",
+ "value": 34.9
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T14:00:00Z",
+ "value": 34.56666666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T15:00:00Z",
+ "value": 33.28333333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T16:00:00Z",
+ "value": 30.045454545454547
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T17:00:00Z",
+ "value": 27.016666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T18:00:00Z",
+ "value": 23.75
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T19:00:00Z",
+ "value": 22.308333333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T20:00:00Z",
+ "value": 21.091666666666665
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T21:00:00Z",
+ "value": 20.225
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T22:00:00Z",
+ "value": 19.433333333333337
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-16T23:00:00Z",
+ "value": 18.533333333333335
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T00:00:00Z",
+ "value": 17.841666666666665
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T01:00:00Z",
+ "value": 17.349999999999998
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T02:00:00Z",
+ "value": 16.974999999999998
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T03:00:00Z",
+ "value": 16.658333333333335
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T04:00:00Z",
+ "value": 16.508333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T05:00:00Z",
+ "value": 17.45
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T06:00:00Z",
+ "value": 22.791666666666668
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T07:00:00Z",
+ "value": 26.34166666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T08:00:00Z",
+ "value": 29.683333333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T09:00:00Z",
+ "value": 32.31666666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T10:00:00Z",
+ "value": 33.708333333333336
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T11:00:00Z",
+ "value": 34.375
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T12:00:00Z",
+ "value": 34.916666666666664
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T13:00:00Z",
+ "value": 34.94166666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T14:00:00Z",
+ "value": 34.449999999999996
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T15:00:00Z",
+ "value": 33.108333333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T16:00:00Z",
+ "value": 29.783333333333342
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T17:00:00Z",
+ "value": 26.599999999999998
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T18:00:00Z",
+ "value": 22.724999999999998
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T19:00:00Z",
+ "value": 20.95833333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T20:00:00Z",
+ "value": 19.708333333333336
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T21:00:00Z",
+ "value": 19.208333333333332
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T22:00:00Z",
+ "value": 18.341666666666665
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-17T23:00:00Z",
+ "value": 17.708333333333332
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T00:00:00Z",
+ "value": 16.883333333333336
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T01:00:00Z",
+ "value": 16.25
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T02:00:00Z",
+ "value": 15.858333333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T03:00:00Z",
+ "value": 16.041666666666668
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T04:00:00Z",
+ "value": 15.525
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T05:00:00Z",
+ "value": 16.475
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T06:00:00Z",
+ "value": 22.633333333333336
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T07:00:00Z",
+ "value": 26.933333333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T08:00:00Z",
+ "value": 29.64166666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T09:00:00Z",
+ "value": 31.224999999999998
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T10:00:00Z",
+ "value": 32.425
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T11:00:00Z",
+ "value": 33.175000000000004
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T12:00:00Z",
+ "value": 33.475
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T13:00:00Z",
+ "value": 33.40833333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T14:00:00Z",
+ "value": 32.825
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T15:00:00Z",
+ "value": 31.691666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T16:00:00Z",
+ "value": 28.474999999999994
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T17:00:00Z",
+ "value": 23.850000000000005
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T18:00:00Z",
+ "value": 21.1
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T19:00:00Z",
+ "value": 19.333333333333332
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T20:00:00Z",
+ "value": 17.908333333333335
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T21:00:00Z",
+ "value": 16.916666666666668
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T22:00:00Z",
+ "value": 16.291666666666668
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-18T23:00:00Z",
+ "value": 15.475
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T00:00:00Z",
+ "value": 14.641666666666671
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T01:00:00Z",
+ "value": 14.025
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T02:00:00Z",
+ "value": 13.091666666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T03:00:00Z",
+ "value": 12.533333333333331
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T04:00:00Z",
+ "value": 12.1
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T05:00:00Z",
+ "value": 13.366666666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T06:00:00Z",
+ "value": 20.633333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T07:00:00Z",
+ "value": 26.141666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T08:00:00Z",
+ "value": 29.249999999999996
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T09:00:00Z",
+ "value": 30.974999999999998
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T10:00:00Z",
+ "value": 32.233333333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T11:00:00Z",
+ "value": 33.025000000000006
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T12:00:00Z",
+ "value": 33.30833333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T13:00:00Z",
+ "value": 33.18333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T14:00:00Z",
+ "value": 32.88333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T15:00:00Z",
+ "value": 31.900000000000006
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T16:00:00Z",
+ "value": 27.59166666666667
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+ "timeMeasured": "2020-11-19T17:00:00Z",
+ "value": 22.041666666666668
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T18:00:00Z",
+ "value": 19.681818181818183
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T19:00:00Z",
+ "value": 17.741666666666667
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+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T20:00:00Z",
+ "value": 16.808333333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T21:00:00Z",
+ "value": 16.03333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T22:00:00Z",
+ "value": 15.099999999999996
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-19T23:00:00Z",
+ "value": 14.825000000000001
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T00:00:00Z",
+ "value": 13.841666666666669
+ }, {
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+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T01:00:00Z",
+ "value": 13.066666666666665
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+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T02:00:00Z",
+ "value": 12.408333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T03:00:00Z",
+ "value": 11.591666666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T04:00:00Z",
+ "value": 11.475000000000001
+ }, {
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+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T05:00:00Z",
+ "value": 13.100000000000001
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T06:00:00Z",
+ "value": 19.21666666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T07:00:00Z",
+ "value": 23.98333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T08:00:00Z",
+ "value": 27.16666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T09:00:00Z",
+ "value": 29.433333333333326
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T10:00:00Z",
+ "value": 30.108333333333338
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-11-20T11:00:00Z",
+ "value": 30.60833333333333
+ }, {
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+ "timeMeasured": "2020-12-07T15:00:00Z",
+ "value": 35.916666666666664
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-07T16:00:00Z",
+ "value": 31.3
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-07T17:00:00Z",
+ "value": 25.7
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-07T18:00:00Z",
+ "value": 23.058333333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-07T19:00:00Z",
+ "value": 21.55
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-07T20:00:00Z",
+ "value": 20.241666666666664
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-07T21:00:00Z",
+ "value": 19.391666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-07T22:00:00Z",
+ "value": 18.374999999999996
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-07T23:00:00Z",
+ "value": 17.7
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T00:00:00Z",
+ "value": 16.891666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T01:00:00Z",
+ "value": 16.433333333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T02:00:00Z",
+ "value": 16.225
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T03:00:00Z",
+ "value": 15.616666666666669
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T04:00:00Z",
+ "value": 15.258333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T05:00:00Z",
+ "value": 16.025
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T06:00:00Z",
+ "value": 22.38333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T07:00:00Z",
+ "value": 28.099999999999998
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T08:00:00Z",
+ "value": 32.766666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T09:00:00Z",
+ "value": 34.80833333333334
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T10:00:00Z",
+ "value": 36.641666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T11:00:00Z",
+ "value": 36.98333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T12:00:00Z",
+ "value": 37.333333333333336
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T13:00:00Z",
+ "value": 37.025
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T14:00:00Z",
+ "value": 37.18333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T15:00:00Z",
+ "value": 35.69166666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T16:00:00Z",
+ "value": 31.708333333333332
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T17:00:00Z",
+ "value": 26.241666666666664
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T18:00:00Z",
+ "value": 22.891666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T19:00:00Z",
+ "value": 20.891666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T20:00:00Z",
+ "value": 19.616666666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T21:00:00Z",
+ "value": 19.133333333333333
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T22:00:00Z",
+ "value": 18.083333333333332
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-08T23:00:00Z",
+ "value": 17.34166666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T00:00:00Z",
+ "value": 16.924999999999997
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T01:00:00Z",
+ "value": 16.366666666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T02:00:00Z",
+ "value": 15.783333333333331
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T03:00:00Z",
+ "value": 15.549999999999999
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T04:00:00Z",
+ "value": 15.108333333333336
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T05:00:00Z",
+ "value": 15.300000000000002
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T06:00:00Z",
+ "value": 21.516666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T07:00:00Z",
+ "value": 27.633333333333336
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T08:00:00Z",
+ "value": 30.816666666666666
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T09:00:00Z",
+ "value": 33.19166666666667
+ }, {
+ "elementMeasurementTypeId": "TM",
+ "logIntervalId": 1,
+ "timeMeasured": "2020-12-09T10:00:00Z",
+ "value": 34.5
+ }]
```
## Example output data
@@ -126,147 +2712,147 @@
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- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"13.59\",\"MAIZEPHENO.DC\":\"13.59\",\"MAIZEPHENO.PHASE\":\"VE\",\"WEATHER.TM\":\"23.59\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"33.48\",\"MAIZEPHENO.HEAT_SUM\":\"14.5\",\"MAIZEPHENO.DC\":\"14.5\",\"WEATHER.TN\":\"15.53\",\"MAIZEPHENO.PHASE\":\"VE\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
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"validTimeEnd": "2020-11-18T23:00:00.000+00:00",
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- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"25.83\",\"MAIZEPHENO.DC\":\"12.24\",\"MAIZEPHENO.PHASE\":\"VE\",\"WEATHER.TM\":\"22.24\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"33.31\",\"MAIZEPHENO.HEAT_SUM\":\"27.2\",\"MAIZEPHENO.DC\":\"12.7\",\"WEATHER.TN\":\"12.1\",\"MAIZEPHENO.PHASE\":\"VE\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
"validTimeStart": "2020-11-19T23:00:00.000+00:00",
"validTimeEnd": "2020-11-19T23:00:00.000+00:00",
"validGeometry": null,
"warningStatus": 0,
- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"37.12\",\"MAIZEPHENO.DC\":\"11.29\",\"MAIZEPHENO.PHASE\":\"VE\",\"WEATHER.TM\":\"21.29\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"32.08\",\"MAIZEPHENO.HEAT_SUM\":\"38.98\",\"MAIZEPHENO.DC\":\"11.78\",\"WEATHER.TN\":\"11.48\",\"MAIZEPHENO.PHASE\":\"VE\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
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"validTimeEnd": "2020-11-20T23:00:00.000+00:00",
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- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"49.6\",\"MAIZEPHENO.DC\":\"12.48\",\"MAIZEPHENO.PHASE\":\"VE\",\"WEATHER.TM\":\"22.48\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"33.97\",\"MAIZEPHENO.HEAT_SUM\":\"51.76\",\"MAIZEPHENO.DC\":\"12.78\",\"WEATHER.TN\":\"11.59\",\"MAIZEPHENO.PHASE\":\"VE\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
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"validTimeEnd": "2020-11-21T23:00:00.000+00:00",
"validGeometry": null,
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- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"63.08\",\"MAIZEPHENO.DC\":\"13.48\",\"MAIZEPHENO.PHASE\":\"VE\",\"WEATHER.TM\":\"23.48\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"34.3\",\"MAIZEPHENO.HEAT_SUM\":\"65.61\",\"MAIZEPHENO.DC\":\"13.85\",\"WEATHER.TN\":\"13.4\",\"MAIZEPHENO.PHASE\":\"VE\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
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"validTimeEnd": "2020-11-22T23:00:00.000+00:00",
"validGeometry": null,
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- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"76.78\",\"MAIZEPHENO.DC\":\"13.69\",\"MAIZEPHENO.PHASE\":\"V2\",\"WEATHER.TM\":\"23.69\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"34.77\",\"MAIZEPHENO.HEAT_SUM\":\"79.87\",\"MAIZEPHENO.DC\":\"14.26\",\"WEATHER.TN\":\"13.75\",\"MAIZEPHENO.PHASE\":\"V2\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
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"validTimeEnd": "2020-11-23T23:00:00.000+00:00",
"validGeometry": null,
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- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"91\",\"MAIZEPHENO.DC\":\"14.22\",\"MAIZEPHENO.PHASE\":\"V2\",\"WEATHER.TM\":\"24.22\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"35.66\",\"MAIZEPHENO.HEAT_SUM\":\"94.85\",\"MAIZEPHENO.DC\":\"14.99\",\"WEATHER.TN\":\"14.32\",\"MAIZEPHENO.PHASE\":\"V2\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
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"validTimeEnd": "2020-11-24T23:00:00.000+00:00",
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- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
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+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
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"validTimeEnd": "2020-11-25T23:00:00.000+00:00",
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- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"35.93\",\"MAIZEPHENO.HEAT_SUM\":\"125.46\",\"MAIZEPHENO.DC\":\"15.5\",\"WEATHER.TN\":\"15.07\",\"MAIZEPHENO.PHASE\":\"V3\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
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- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"35.99\",\"MAIZEPHENO.HEAT_SUM\":\"141.44\",\"MAIZEPHENO.DC\":\"15.98\",\"WEATHER.TN\":\"15.96\",\"MAIZEPHENO.PHASE\":\"V3\"}",
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}, {
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}, {
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}, {
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- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
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+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
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- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"183.29\",\"MAIZEPHENO.DC\":\"null\",\"MAIZEPHENO.PHASE\":\"V3\",\"WEATHER.TM\":\"null\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"null\",\"MAIZEPHENO.HEAT_SUM\":\"205.6\",\"MAIZEPHENO.DC\":\"15.22\",\"WEATHER.TN\":\"null\",\"MAIZEPHENO.PHASE\":\"V4-V6\"}",
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}, {
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- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
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}, {
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- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"211.52\",\"MAIZEPHENO.DC\":\"13.49\",\"MAIZEPHENO.PHASE\":\"V4-V6\",\"WEATHER.TM\":\"23.49\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"35.88\",\"MAIZEPHENO.HEAT_SUM\":\"234.24\",\"MAIZEPHENO.DC\":\"14.14\",\"WEATHER.TN\":\"12.4\",\"MAIZEPHENO.PHASE\":\"V4-V6\"}",
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}, {
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}, {
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- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"240.59\",\"MAIZEPHENO.DC\":\"15.03\",\"MAIZEPHENO.PHASE\":\"V4-V6\",\"WEATHER.TM\":\"25.03\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"37.23\",\"MAIZEPHENO.HEAT_SUM\":\"264.18\",\"MAIZEPHENO.DC\":\"15.45\",\"WEATHER.TN\":\"13.66\",\"MAIZEPHENO.PHASE\":\"V7-V9\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
"validTimeStart": "2020-12-05T23:00:00.000+00:00",
"validTimeEnd": "2020-12-05T23:00:00.000+00:00",
"validGeometry": null,
"warningStatus": 0,
- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"256.31\",\"MAIZEPHENO.DC\":\"15.72\",\"MAIZEPHENO.PHASE\":\"V4-V6\",\"WEATHER.TM\":\"25.72\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"37.32\",\"MAIZEPHENO.HEAT_SUM\":\"280.4\",\"MAIZEPHENO.DC\":\"16.22\",\"WEATHER.TN\":\"15.12\",\"MAIZEPHENO.PHASE\":\"V7-V9\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
"validTimeStart": "2020-12-06T23:00:00.000+00:00",
"validTimeEnd": "2020-12-06T23:00:00.000+00:00",
"validGeometry": null,
"warningStatus": 0,
- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"271.92\",\"MAIZEPHENO.DC\":\"15.61\",\"MAIZEPHENO.PHASE\":\"V7-V9\",\"WEATHER.TM\":\"25.61\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"37.73\",\"MAIZEPHENO.HEAT_SUM\":\"297.17\",\"MAIZEPHENO.DC\":\"16.77\",\"WEATHER.TN\":\"15.81\",\"MAIZEPHENO.PHASE\":\"V7-V9\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}, {
"validTimeStart": "2020-12-07T23:00:00.000+00:00",
"validTimeEnd": "2020-12-07T23:00:00.000+00:00",
"validGeometry": null,
"warningStatus": 0,
- "allValues": "{\"MAIZEPHENO.HEAT_SUM\":\"287.4\",\"MAIZEPHENO.DC\":\"15.48\",\"MAIZEPHENO.PHASE\":\"V7-V9\",\"WEATHER.TM\":\"25.48\"}",
- "keys": "[\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"MAIZEPHENO.PHASE\",\"WEATHER.TM\"]"
+ "allValues": "{\"WEATHER.TX\":\"37.33\",\"MAIZEPHENO.HEAT_SUM\":\"313.47\",\"MAIZEPHENO.DC\":\"16.3\",\"WEATHER.TN\":\"15.26\",\"MAIZEPHENO.PHASE\":\"V7-V9\"}",
+ "keys": "[\"WEATHER.TX\",\"MAIZEPHENO.HEAT_SUM\",\"MAIZEPHENO.DC\",\"WEATHER.TN\",\"MAIZEPHENO.PHASE\"]"
}]
```
\ No newline at end of file
diff --git a/src/main/java/no/nibio/model/maizepheno/DataMatrix.java b/src/main/java/no/nibio/model/maizepheno/DataMatrix.java
index 54b5c01..9bcabfd 100644
--- a/src/main/java/no/nibio/model/maizepheno/DataMatrix.java
+++ b/src/main/java/no/nibio/model/maizepheno/DataMatrix.java
@@ -26,7 +26,8 @@ import no.nibio.vips.util.DateMap;
* @author Tor-Einar Skog <tor-einar.skog@nibio.no>
*/
public class DataMatrix extends DateMap{
- public final static String TMD = "TM";
+ public final static String TND = "TN"; // min daily temp
+ public final static String TXD = "TX"; // max daily temp
public final static String DAILY_HEAT_SUM_CONTRIBUTION = "DC";
public final static String HEAT_SUM = "HEAT_SUM";
public final static String PHASE = "PHASE";
diff --git a/src/main/java/no/nibio/model/maizepheno/MaizePhenologyModel.java b/src/main/java/no/nibio/model/maizepheno/MaizePhenologyModel.java
index d077b01..cf0a5c2 100644
--- a/src/main/java/no/nibio/model/maizepheno/MaizePhenologyModel.java
+++ b/src/main/java/no/nibio/model/maizepheno/MaizePhenologyModel.java
@@ -25,10 +25,13 @@ import java.text.DecimalFormat;
import java.text.ParseException;
import java.text.SimpleDateFormat;
import java.util.ArrayList;
+import java.util.Arrays;
import java.util.Calendar;
import java.util.Collections;
import java.util.Date;
+import java.util.HashSet;
import java.util.List;
+import java.util.Set;
import java.util.TimeZone;
import java.util.logging.Level;
import java.util.logging.Logger;
@@ -82,7 +85,7 @@ public class MaizePhenologyModel extends I18nImpl implements Model{
Date currentDate = this.sowingDate;
Calendar cal = Calendar.getInstance(this.timeZone);
- Date lastDate = this.dataMatrix.getLastDateWithParameterValue(DataMatrix.TMD);
+ Date lastDate = this.dataMatrix.getLastDateWithParameterValue(DataMatrix.TND);
Double heatSum = 0.0;
List<Result> retVal = new ArrayList<>();
DecimalFormat dFormat = new DecimalFormat("###.##");
@@ -90,13 +93,15 @@ public class MaizePhenologyModel extends I18nImpl implements Model{
{
Result result = new ResultImpl();
result.setValidTimeStart(currentDate);
- Double TMD = this.dataMatrix.getParamDoubleValueForDate(currentDate, DataMatrix.TMD);
- Double dailyContribution = TMD != null ? this.getDailyContribution(TMD) // Default: All is well
+ Double TND = this.dataMatrix.getParamDoubleValueForDate(currentDate, DataMatrix.TND);
+ Double TXD = this.dataMatrix.getParamDoubleValueForDate(currentDate, DataMatrix.TXD);
+ Double dailyContribution = (TND != null && TXD != null) ? this.getDailyContribution(TND,TXD) // Default: All is well
: retVal.size() > 0 ? Double.valueOf(retVal.get(retVal.size()-1).getValue(MaizePhenologyModel.MODEL_ID.toString(), DataMatrix.DAILY_HEAT_SUM_CONTRIBUTION)) // Simple copy from yesterday
: 0.0; // Panic
heatSum += dailyContribution != null ? dailyContribution : 0.0;
- result.setValue(CommonNamespaces.NS_WEATHER, DataMatrix.TMD, TMD != null ? dFormat.format(TMD) : "null");
+ result.setValue(CommonNamespaces.NS_WEATHER, DataMatrix.TND, TND != null ? dFormat.format(TND) : "null");
+ result.setValue(CommonNamespaces.NS_WEATHER, DataMatrix.TXD, TXD != null ? dFormat.format(TXD) : "null");
result.setValue(MaizePhenologyModel.MODEL_ID.toString(), DataMatrix.DAILY_HEAT_SUM_CONTRIBUTION, dailyContribution != null ? dFormat.format(dailyContribution) : "null");
result.setValue(MaizePhenologyModel.MODEL_ID.toString(), DataMatrix.HEAT_SUM, dFormat.format(heatSum));
result.setValue(MaizePhenologyModel.MODEL_ID.toString(), DataMatrix.PHASE, this.phaseInfo.getPhase(heatSum).getPhaseName());
@@ -111,11 +116,15 @@ public class MaizePhenologyModel extends I18nImpl implements Model{
return retVal;
}
- private Double getDailyContribution(Double TMD)
+ private Double getDailyContribution(Double TND, Double TXD)
{
- return TMD == null ? null
- : TMD < this.baseTemp ? 0.0 :
- TMD - this.baseTemp;
+ if(TND == null || TXD == null)
+ {
+ return null;
+ }
+
+ Double sortOfMean = (TND + TXD) / 2;
+ return sortOfMean < this.baseTemp ? 0.0 : sortOfMean - this.baseTemp;
}
@@ -223,13 +232,36 @@ public class MaizePhenologyModel extends I18nImpl implements Model{
{
try
{
- inputWeatherData = this.weatherUtil.getAggregatedDailyValues(inputWeatherData, timeZone, 15, WeatherUtil.AGGREGATION_TYPE_AVERAGE,1, true);
+ List<WeatherObservation> onlyMeanTemps = this.weatherUtil.filterWeatherObservationsByParameter(inputWeatherData, WeatherElements.TEMPERATURE_MEAN);
+ List<WeatherObservation> minTemps = this.weatherUtil.getAggregatedDailyValues(onlyMeanTemps, timeZone, 15, WeatherUtil.AGGREGATION_TYPE_MINIMUM,1, true);
+ this.weatherUtil.renameParameter(minTemps, WeatherElements.TEMPERATURE_MEAN, WeatherElements.TEMPERATURE_MINIMUM);
+ List<WeatherObservation> maxTemps = this.weatherUtil.getAggregatedDailyValues(onlyMeanTemps, timeZone, 15, WeatherUtil.AGGREGATION_TYPE_MAXIMUM,1, true);
+ this.weatherUtil.renameParameter(maxTemps, WeatherElements.TEMPERATURE_MEAN, WeatherElements.TEMPERATURE_MAXIMUM);
+ inputWeatherData = minTemps;
+ inputWeatherData.addAll(maxTemps);
}
catch(WeatherObservationListException | InvalidAggregationTypeException ex)
{
throw new ConfigValidationException("ERROR with weather data aggregation: " + ex.getMessage());
}
}
+ else
+ {
+ List<String> requiredParameters = List.of(WeatherElements.TEMPERATURE_MINIMUM, WeatherElements.TEMPERATURE_MAXIMUM);
+ // Check that we have daily min and max temps
+ Set<String> parametersFound = new HashSet<>();
+ for(WeatherObservation o:inputWeatherData)
+ {
+ if(o.getLogIntervalId().equals(WeatherObservation.LOG_INTERVAL_ID_1D))
+ {
+ parametersFound.add(o.getElementMeasurementTypeId());
+ }
+ }
+ if(! parametersFound.containsAll(requiredParameters))
+ {
+ throw new ConfigValidationException("ERROR with weather data: Missing daily values for minimum and/or maximum temperatures");
+ }
+ }
this.dataMatrix = new DataMatrix();
Collections.sort(inputWeatherData);
@@ -240,22 +272,27 @@ public class MaizePhenologyModel extends I18nImpl implements Model{
System.out.println(om.writeValueAsString(inputWeatherData));
} catch (JsonProcessingException ex) {
Logger.getLogger(MaizePhenologyModel.class.getName()).log(Level.SEVERE, null, ex);
- }
- */
+ }*/
+
for(WeatherObservation o: inputWeatherData)
{
- if(o.getElementMeasurementTypeId().equals(WeatherElements.TEMPERATURE_MEAN))
+ if(o.getElementMeasurementTypeId().equals(WeatherElements.TEMPERATURE_MINIMUM))
+ {
+ //System.out.println(o);
+ this.dataMatrix.setParamDoubleValueForDate(o.getTimeMeasured(), DataMatrix.TND, o.getValue());
+ }
+ if(o.getElementMeasurementTypeId().equals(WeatherElements.TEMPERATURE_MAXIMUM))
{
//System.out.println(o);
- this.dataMatrix.setParamDoubleValueForDate(o.getTimeMeasured(), DataMatrix.TMD, o.getValue());
+ this.dataMatrix.setParamDoubleValueForDate(o.getTimeMeasured(), DataMatrix.TXD, o.getValue());
}
}
// Check that sowing date is not before first daily temp
- if(this.sowingDate.before(this.dataMatrix.getFirstDateWithParameterValue(DataMatrix.TMD)))
+ if(this.sowingDate.before(this.dataMatrix.getFirstDateWithParameterValue(DataMatrix.TND)))
{
- throw new ConfigValidationException("ERROR: sowing date (" + this.sowingDate + ") is before weather data starts (" + this.dataMatrix.getFirstDateWithParameterValue(DataMatrix.TMD) + ")");
+ throw new ConfigValidationException("ERROR: sowing date (" + this.sowingDate + ") is before weather data starts (" + this.dataMatrix.getFirstDateWithParameterValue(DataMatrix.TND) + ")");
}
if(config.getConfigParameter("phaseInfo") == null)
diff --git a/src/test/java/no/nibio/model/maizepheno/MaizePhenologyModelTest.java b/src/test/java/no/nibio/model/maizepheno/MaizePhenologyModelTest.java
index 4bc0658..ebbdd87 100644
--- a/src/test/java/no/nibio/model/maizepheno/MaizePhenologyModelTest.java
+++ b/src/test/java/no/nibio/model/maizepheno/MaizePhenologyModelTest.java
@@ -67,29 +67,29 @@ public class MaizePhenologyModelTest {
WeatherDataFileReader wfr = new WeatherDataFileReader();
// Weather data files can be placed in ("src/test/resources")
//ModelConfiguration config = wfr.getModelConfigurationWithWeatherData("/weather_data/hourly_avg_temps_01_station_id_TA00644.json", MaizePhenologyModel.MODEL_ID.toString());
- ModelConfiguration config = wfr.getModelConfigurationWithWeatherData("/weather_data/daily_avg_temps_01_station_id_TA00644.json", MaizePhenologyModel.MODEL_ID.toString());
+ ModelConfiguration config = wfr.getModelConfigurationWithWeatherData("/weather_data/hourly_avg_temps_01_station_id_TA00644.json", MaizePhenologyModel.MODEL_ID.toString());
// The timezone is used to set daily temperatures and biofix date correctly
config.setConfigParameter("timeZone", "GMT+01:00");
// The date for when to start calculating heat sums
config.setConfigParameter("sowingDate", "2020-11-18");
- System.out.println(config.toJSON());
+ //System.out.println(config.toJSON());
instance.setConfiguration(config);
List<Result> result = instance.getResult();
-
+ /*
ObjectMapper om = new ObjectMapper();
try {
System.out.println(om.writeValueAsString(result));
} catch (JsonProcessingException ex) {
fail(ex);
}
-
+ */
assertNotNull(result);
- result.forEach(r->System.out.println(r));
+ //result.forEach(r->System.out.println(r));
// TODO review the generated test code and remove the default call to fail.
fail("The test case is a prototype.");
}
diff --git a/src/test/resources/weather_data/daily_avg_temps_01_station_id_TA00644.json b/src/test/resources/weather_data/daily_avg_temps_01_station_id_TA00644.json
deleted file mode 100644
index c07f90a..0000000
--- a/src/test/resources/weather_data/daily_avg_temps_01_station_id_TA00644.json
+++ /dev/null
@@ -1,111 +0,0 @@
-[{
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-15T23:00:00Z",
- "value": 28.808570075757572
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-16T23:00:00Z",
- "value": 24.803124999999998
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-17T23:00:00Z",
- "value": 23.585416666666664
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-18T23:00:00Z",
- "value": 22.24021464646464
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-19T23:00:00Z",
- "value": 21.294791666666672
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-20T23:00:00Z",
- "value": 22.479513888888892
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-21T23:00:00Z",
- "value": 23.483680555555555
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-22T23:00:00Z",
- "value": 23.693749999999994
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-23T23:00:00Z",
- "value": 24.222569444444446
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-24T23:00:00Z",
- "value": 24.49965277777778
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-25T23:00:00Z",
- "value": 24.984722222222228
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-26T23:00:00Z",
- "value": 25.753472222222225
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-27T23:00:00Z",
- "value": 26.517013888888894
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-28T23:00:00Z",
- "value": 25.756597222222215
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-11-29T23:00:00Z",
- "value": 24.773611111111112
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-01T23:00:00Z",
- "value": 24.747045454545454
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-02T23:00:00Z",
- "value": 23.485416666666666
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-03T23:00:00Z",
- "value": 24.048611111111114
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-04T23:00:00Z",
- "value": 25.025000000000002
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-05T23:00:00Z",
- "value": 25.715277777777786
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-06T23:00:00Z",
- "value": 25.610416666666666
- }, {
- "elementMeasurementTypeId": "TM",
- "logIntervalId": 2,
- "timeMeasured": "2020-12-07T23:00:00Z",
- "value": 25.48472222222222
- }]
\ No newline at end of file
--
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