山东高青基地 Crop Model Report

渌鑫育苗基地11号棚

(2026-04-07 13:09:00)

Summary

温室
M11
报告日期
2026-04-07
作物
番茄
品种
硬果番茄
栽培方式
无土栽培
种植密度
3.3 (株/平米)
定植日期
2026-03-23
结束日期
2026-07-15
株龄
15
发育期
苗期
叶数：
9
比叶面积
0.4
穗数
0
预计产量
7.2 (公斤/株)
最近发生
-9天: 叶6展开
-8天: 叶7展开
-6天: 叶8展开,穗1现蕾
-4天: 叶9展开
+1天: 叶10展开
+3天: 叶11展开,穗1开花,穗2现蕾
+5天: 叶12展开
+8天: 叶13展开,穗1坐果开始
+10天: 叶14展开,穗3现蕾

Crop Model Prediction Table

节点日期 节点名称 节点株龄 predDAT obsDAT
2026-03-29 叶6展开 6.00 6.00 NaN
2026-03-30 叶7展开 7.00 7.00 NaN
2026-04-01 叶8展开 9.00 9.00 NaN
2026-04-01 穗1现蕾 9.00 9.00 NaN
2026-04-03 叶9展开 11.00 11.00 NaN
2026-04-04 生殖生长 12.00 12.00 NaN
2026-04-08 叶10展开 16.00 16.00 NaN
2026-04-10 叶11展开 18.00 18.00 NaN
2026-04-10 穗2现蕾 18.00 18.00 NaN
2026-04-10 穗1开花 18.00 18.00 NaN
2026-04-10 初花期 18.00 18.00 NaN
2026-04-12 叶12展开 20.00 20.00 NaN
2026-04-15 叶13展开 23.00 23.00 NaN
2026-04-15 穗1坐果开始 23.00 23.00 NaN
2026-04-15 结果前期 23.00 23.00 NaN
2026-04-17 穗3现蕾 25.00 25.00 NaN
2026-04-17 叶14展开 25.00 25.00 NaN
2026-04-18 穗2开花 26.00 26.00 NaN
2026-04-20 叶15展开 28.00 28.00 NaN
2026-04-22 叶16展开 30.00 30.00 NaN
2026-04-23 穗2坐果开始 31.00 31.00 NaN
2026-04-24 穗4现蕾 32.00 32.00 NaN
2026-04-25 结果中期 33.00 33.00 NaN
2026-04-25 穗3开花 33.00 33.00 NaN
2026-04-25 叶17展开 33.00 33.00 NaN
2026-04-27 叶18展开 35.00 35.00 NaN
2026-04-30 穗3坐果开始 38.00 38.00 NaN
2026-04-30 叶19展开 38.00 38.00 NaN
2026-05-01 穗5现蕾 39.00 39.00 NaN
2026-05-02 穗4开花 40.00 40.00 NaN
2026-05-04 结果后期 42.00 42.00 NaN
2026-05-07 穗4坐果开始 45.00 45.00 NaN
2026-05-08 穗5开花 46.00 46.00 NaN
2026-05-08 穗6现蕾 46.00 46.00 NaN
2026-05-13 穗5坐果开始 51.00 51.00 NaN
2026-05-16 穗6开花 54.00 54.00 NaN
2026-05-18 预采期 56.00 56.00 NaN
2026-05-18 穗1转色 56.00 56.00 NaN
2026-05-21 穗6坐果开始 59.00 59.00 NaN
2026-05-24 穗1采果 62.00 62.00 NaN
2026-05-25 穗2转色 63.00 63.00 NaN
2026-05-29 采收期 67.00 67.00 NaN
2026-05-30 穗2采果 68.00 68.00 NaN
2026-05-31 穗3转色 69.00 69.00 NaN
2026-06-05 穗3采果 74.00 74.00 NaN
2026-06-07 穗4转色 76.00 76.00 NaN
2026-06-12 穗4采果 81.00 81.00 NaN
2026-06-13 穗5转色 82.00 82.00 NaN
2026-06-18 穗5采果 87.00 87.00 NaN
2026-06-21 穗6转色 90.00 90.00 NaN
2026-06-26 穗6采果 95.00 95.00 NaN


农事操作

农事日期 农事类型 农事名称 节点株龄 predDAT obsDAT
2026-04-04 农事操作 落秧 12.00 12.00 NaN
2026-04-10 农事操作 吊蔓 18.00 18.00 NaN
2026-05-11 农事操作 打顶 49.00 49.00 NaN
2026-03-29 病虫害管理 预防早疫病、晚疫病 6.00 6.00 NaN
2026-04-10 病虫害管理 防治早疫病、晚疫病、叶霉病 18.00 18.00 NaN
2026-04-22 病虫害管理 防治晚疫病、早疫病 30.00 30.00 NaN
2026-04-29 病虫害管理 防治灰霉病、叶霉病、白粉病 37.00 37.00 NaN
2026-05-11 病虫害管理 防治晚疫病、霜霉病 49.00 49.00 NaN
2026-05-18 病虫害管理 防治灰霉病、叶霉病、白粉病 56.00 56.00 NaN
2026-05-29 病虫害管理 防治早疫病、晚疫病 67.00 67.00 NaN
2026-04-10 水肥管理 番茄第一阶段初花期 18.00 18.00 NaN
2026-04-15 水肥管理 番茄第二阶段水肥方案 23.00 23.00 NaN
2026-04-25 水肥管理 番茄第三阶段水肥方案 33.00 33.00 NaN
2026-05-04 水肥管理 番茄第四阶段水肥方案 42.00 42.00 NaN
2026-05-18 水肥管理 番茄第五阶段水肥方案 56.00 56.00 NaN



环控决策

预计今天开棚时间

株龄 开棚时间 开时室内温度 开时室外温度 开时土壤温度 开时总光照 设定室内最低温度 开棚所需总光照 日出
15 6:15 15.60 8.80 16.70 13.60 14.00 10.00 5:47


预计今天关棚时间

株龄 关棚时间 关棚程度 关时室温 关时室外温度 关时土壤温度 关时总光照 室外预计最低温度 室内设定最适夜温 室内设定最低夜温 日落
15 18:37 40 22 13 0 8 17 10 18:37


Historical Quilt Decision Summary

Quilt Open

d o_Hr o_obsHr sunriseHr o_T o_Ts o_To o_I o_Tmin o_Imin
0 6:35 7:20 6:09 21.30 NaN 8.50 11.00 15.00 10.00
1 6:25 7:10 6:08 20.00 NaN 9.00 10.20 15.00 10.00
2 6:25 7:05 6:06 21.10 NaN 9.90 10.80 15.00 10.00
3 6:25 6:55 6:05 22.80 NaN 12.40 13.80 15.00 10.00
4 6:20 7:05 6:03 22.30 NaN 12.60 10.20 15.00 10.00
5 6:25 7:00 6:02 21.40 NaN 8.90 11.80 15.00 10.00
6 6:40 6:50 6:00 19.00 NaN 13.80 11.00 15.00 10.00
7 6:30 11:25 5:59 16.40 NaN 8.80 13.00 14.00 10.00
8 6:45 7:10 5:57 14.50 NaN 5.30 11.20 12.00 10.00
9 6:10 6:20 5:56 14.40 NaN 7.30 12.80 12.00 10.00
10 6:20 6:30 5:54 15.70 NaN 6.90 12.60 14.00 10.00
11 6:35 5:53 16.70 16.50 0.60
12 6:10 6:25 5:51 11.00 NaN 6.30 10.20 10.00 10.00
13 6:15 6:25 5:50 14.10 NaN 10.70 14.60 12.00 10.00
14 6:10 6:20 5:48 14.10 NaN 9.00 12.60 12.00 10.00

Quilt Close

d v_Hr v_Pct q_Hr q_Pct q_obsHr sunsetHr c_T c_To c_Ts c_I c_T_low c_obsT_low c_To_low
0 18:24 100 18:24 40 18:00 18:24 23 16 9 18 16 9
1 18:25 100 18:20 100 18:05 18:25 20 18 11 10 19 11
2 18:26 100 18:26 80 17:55 18:26 21 21 3 18 20 14
3 18:27 100 18:27 30 18:00 18:27 23 22 5 18 19 12
4 18:27 100 18:22 100 18:00 18:27 18 16 5 10 17 9
5 18:28 100 18:28 20 18:05 18:28 23 22 5 18 18 15
6 18:29 100 18:29 100 18:05 18:29 20 19 7 18 16 9
7 18:30 100 18:25 100 18:15 18:30 17 12 16 10 14 5
8 18:31 100 18:26 100 18:10 18:31 17 14 9 10 15 7
9 18:32 100 18:27 100 18:05 18:32 16 11 5 10 15 6
10 23:59 0 0 18:05 18:33 22 22 6 18 17 17
11 18:34 100 18:34 60 17:35 18:34 22 15 0 18 12 7
12 18:34 100 18:29 100 18:15 18:34 17 15 11 10 15 11
13 18:35 100 18:35 40 18:15 18:35 19 18 10 17 15 10
14 18:36 100 18:31 100 18:15 18:36 18 17 8 10 15 9


Weather Forecast

dY hr sinB G ds condition RHo P To sfRadiation I fetchTS
96 0 -0.72 0.00 2026-04-07 00:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32
96 1 -0.70 0.00 2026-04-07 01:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32
96 2 -0.63 0.00 2026-04-07 02:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32
96 3 -0.52 0.00 2026-04-07 03:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32
96 4 -0.36 0.00 2026-04-07 04:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32
96 5 -0.17 0.00 2026-04-07 05:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32
96 6 0.04 44.54 2026-04-07 06:00:00 NaN NaN NaN NaN 1.00 45.00 2026-04-07 13:12:32
96 7 0.24 292.93 2026-04-07 07:00:00 NaN NaN NaN NaN 1.00 293.00 2026-04-07 13:12:32
96 8 0.43 531.56 2026-04-07 08:00:00 NaN NaN NaN NaN 1.00 532.00 2026-04-07 13:12:32
96 9 0.60 740.37 2026-04-07 09:00:00 NaN NaN NaN NaN 1.00 740.00 2026-04-07 13:12:32
96 10 0.74 904.82 2026-04-07 10:00:00 NaN NaN NaN NaN 1.00 905.00 2026-04-07 13:12:32
96 11 0.82 1013.64 2026-04-07 11:00:00 NaN NaN NaN NaN 1.00 1014.00 2026-04-07 13:12:32
96 12 0.86 1059.41 2026-04-07 12:00:00 NaN NaN NaN NaN 1.00 1059.00 2026-04-07 13:12:32
96 13 0.84 1039.02 2026-04-07 13:00:00 晴 40.00 1020.00 14.00 1.00 1039.00 2026-04-07 13:12:32
96 14 0.78 953.88 2026-04-07 14:00:00 晴 22.00 1020.00 16.00 1.00 954.00 2026-04-07 13:12:32
96 15 0.66 809.82 2026-04-07 15:00:00 晴 21.00 1019.00 16.00 1.00 810.00 2026-04-07 13:12:32
96 16 0.50 616.75 2026-04-07 16:00:00 晴 23.00 1018.00 17.00 1.00 617.00 2026-04-07 13:12:32
96 17 0.32 387.99 2026-04-07 17:00:00 晴 24.00 1018.00 18.00 1.00 388.00 2026-04-07 13:12:32
96 18 0.11 140.26 2026-04-07 18:00:00 晴 26.00 1018.00 13.00 1.00 140.00 2026-04-07 13:12:32
96 19 -0.09 0.00 2026-04-07 19:00:00 晴 29.00 1018.00 13.00 1.00 0.00 2026-04-07 13:12:32
96 20 -0.29 0.00 2026-04-07 20:00:00 晴 31.00 1018.00 13.00 1.00 0.00 2026-04-07 13:12:32
96 21 -0.46 0.00 2026-04-07 21:00:00 晴 35.00 1018.00 12.00 1.00 0.00 2026-04-07 13:12:32
96 22 -0.59 0.00 2026-04-07 22:00:00 晴 39.00 1018.00 10.00 1.00 0.00 2026-04-07 13:12:32
96 23 -0.68 0.00 2026-04-07 23:00:00 晴 44.00 1018.00 9.00 1.00 0.00 2026-04-07 13:12:32
97 0 -0.72 0.00 2026-04-08 00:00:00 晴 49.00 1017.00 9.00 1.00 0.00 2026-04-07 13:12:32
97 1 -0.70 0.00 2026-04-08 01:00:00 晴 54.00 1017.00 9.00 1.00 0.00 2026-04-07 13:12:32
97 2 -0.63 0.00 2026-04-08 02:00:00 晴 56.00 1016.00 9.00 1.00 0.00 2026-04-07 13:12:32
97 3 -0.51 0.00 2026-04-08 03:00:00 晴 61.00 1016.00 8.00 1.00 0.00 2026-04-07 13:12:32
97 4 -0.35 0.00 2026-04-08 04:00:00 晴 67.00 1015.00 8.00 1.00 0.00 2026-04-07 13:12:32
97 5 -0.17 0.00 2026-04-08 05:00:00 晴 70.00 1015.00 8.00 1.00 0.00 2026-04-07 13:12:32
97 6 0.04 50.18 2026-04-08 06:00:00 晴 69.00 1015.00 10.00 1.00 50.00 2026-04-07 13:12:32
97 7 0.24 298.57 2026-04-08 07:00:00 晴 63.00 1015.00 12.00 1.00 299.00 2026-04-07 13:12:32
97 8 0.44 536.79 2026-04-08 08:00:00 晴 48.00 1015.00 12.00 1.00 537.00 2026-04-07 13:12:32
97 9 0.61 745.13 2026-04-08 09:00:00 晴 38.00 1015.00 19.00 1.00 745.00 2026-04-07 13:12:32
97 10 0.74 909.12 2026-04-08 10:00:00 晴 32.00 1014.00 19.00 1.00 909.00 2026-04-07 13:12:32
97 11 0.83 1017.52 2026-04-08 11:00:00 晴 27.00 1013.00 24.00 1.00 1018.00 2026-04-07 13:12:32
97 12 0.86 1062.92 2026-04-08 12:00:00 晴 30.00 1012.00 20.00 1.00 1063.00 2026-04-07 13:12:32
97 13 0.85 1042.24 2026-04-08 13:00:00 多云 35.00 1011.00 21.00 0.80 834.00 2026-04-07 13:12:32
97 14 0.78 956.92 2026-04-08 14:00:00 NaN NaN NaN NaN 1.00 957.00 2026-04-07 13:12:32
97 15 0.66 812.81 2026-04-08 15:00:00 NaN NaN NaN NaN 1.00 813.00 2026-04-07 13:12:32
97 16 0.50 619.80 2026-04-08 16:00:00 NaN NaN NaN NaN 1.00 620.00 2026-04-07 13:12:32
97 17 0.32 391.22 2026-04-08 17:00:00 NaN NaN NaN NaN 1.00 391.00 2026-04-07 13:12:32
97 18 0.12 143.73 2026-04-08 18:00:00 NaN NaN NaN NaN 1.00 144.00 2026-04-07 13:12:32
97 19 -0.09 0.00 2026-04-08 19:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32
97 20 -0.28 0.00 2026-04-08 20:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32
97 21 -0.45 0.00 2026-04-08 21:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32
97 22 -0.59 0.00 2026-04-08 22:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32
97 23 -0.67 0.00 2026-04-08 23:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-07 13:12:32

Greenhouse Sensor List

type sensor rep name unit refType
IA CO2 E CO2-东 ppm in_pa
IA CO2 W CO2-西 ppm in_pa
IA IL E 光照强度-东 Klux in_pa
IA IL W 光照强度-西 Klux in_pa
IA RH E 棚内湿度-东 RH in_pa
IA RH W 棚内湿度-西 RH in_pa
IA T E 棚内温度-东 ℃ in_pa
IA T W 棚内温度-西 ℃ in_pa
IS M E 土壤湿度-东 RH in_pa
IS M W 土壤湿度-西 RH in_pa
IS Ts E 土壤温度-东 ℃ in_pa
IS Ts W 土壤温度-西 ℃ in_pa
EA I 1 总辐射 w/m2 in_pa
EA Po 1 大气压强 hPa in_pa
EA RHo 1 空气湿度 % in_pa
EA RN 1 雨雪-1 in_pa
EA RN 2 雨雪-2 in_pa
EA RNH 1 雨量 mm in_pa
EA To 1 空气温度 ℃ in_pa
EA WD 1 风向 ° in_pa
EA WS 1 风速 m/s in_pa

Time Series Analysis for Sensor Data - Trend and Abnomality

Sensor Group IA

Sensor Group IS

Sensor Group IC

Sensor Group EA

Image Analysis

Camera 77

Camera 76

Camera 78

Camera 79

Daily Message

TBD. This section will display any notice or abnomal events, such as sensor data failure, missed chemical applications, disease/insects forecast etc.

Data Upload Batches

up_id 指标组名 上传日期 数据日期 sub_user
1775471922701342896 2021越夏-无土栽培灌溉数据指标组 2026-04-06 18:38:42 2026-04-06 wu7bLJYW
1775471895910732978 2021越夏-无土栽培灌溉数据指标组 2026-04-06 18:38:15 2026-04-05 wu7bLJYW
1775298938006217043 2021越夏-无土栽培灌溉数据指标组 2026-04-04 18:35:38 2026-04-04 wu7bLJYW
1775298871417882489 2021越夏-无土栽培灌溉数据指标组 2026-04-04 18:35:15 2026-04-03 wu7bLJYW
1775037870472822377 2021越夏-无土栽培灌溉数据指标组 2026-04-01 18:04:30 2026-03-31 wu7bLJYW
1774779354406250282 2021越夏-无土栽培灌溉数据指标组 2026-03-29 18:15:54 2026-03-29 wu7bLJYW
1774693052669029974 2021越夏-无土栽培灌溉数据指标组 2026-03-28 18:17:32 2026-03-28 wu7bLJYW
1774606918382499902 2021越夏-无土栽培灌溉数据指标组 2026-03-27 18:21:58 2026-03-27 wu7bLJYW
1774522432306098500 2021越夏-无土栽培灌溉数据指标组 2026-03-26 18:53:52 2026-03-26 wu7bLJYW
1774435088693344524 2021越夏-无土栽培灌溉数据指标组 2026-03-28 09:06:50 2026-03-25 5E5E8F96
1774423797587303910 2021越夏-无土栽培灌溉数据指标组 2026-03-28 09:09:11 2026-03-24 5E5E8F96
1774423837550971146 2021越夏-无土栽培灌溉数据指标组 2026-03-28 09:09:19 2026-03-23 5E5E8F96
2036706096462172160 种植数据指标组 NaT 2026-03-25

Daily Run Log

msgType ts objID className siteID ghName msg
Error 2026-04-07 13:12:31 139664101401456 HtmlReport 44 M11 HTTP error: <Response [500]>, 500 Server Error: Internal Server Error for url: http://cm.harvest-code.com/api/Decision?writeCsv=0&getFromDb=0&proj=SD44&pa=M11&ghArea=0&d=&runMode=Prod&decisionName=FgPlan&forceReload=1&forceRerun=1&writeDb=0
Error 2026-04-07 13:12:32 139664101401456 HtmlReport 44 M11 HTTP error: <Response [500]>, 500 Server Error: INTERNAL SERVER ERROR for url: http://localhost:8007/api/Decision?getFromDb=0&proj=SD44&pa=M11&ghArea=0&d=&runMode=Prod&decisionName=FgPlan&forceReload=1&forceRerun=1&writeDb=0
CM2026-04-07_130858_1.csv