山东高青基地 Crop Model Report

渌鑫育苗基地11号棚

(2026-04-10 05:10:18)

Summary

温室
M11
报告日期
2026-04-10
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
18
发育期
苗期
叶数：
10
比叶面积
0.45
穗数
0
预计产量
7.5 (公斤/株)
最近发生
-9天: 叶8展开,穗1现蕾
-7天: 叶9展开
-2天: 叶10展开
+0天: 穗2现蕾
+1天: 叶11展开,穗1开花
+3天: 叶12展开
+6天: 叶13展开
+7天: 穗1坐果开始
+8天: 穗3现蕾
+10天: 叶14展开

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 穗2现蕾 18.00 18.00 NaN
2026-04-11 叶11展开 19.00 19.00 NaN
2026-04-11 穗1开花 19.00 19.00 NaN
2026-04-11 初花期 19.00 19.00 NaN
2026-04-13 叶12展开 21.00 21.00 NaN
2026-04-16 叶13展开 24.00 24.00 NaN
2026-04-17 穗1坐果开始 25.00 25.00 NaN
2026-04-17 结果前期 25.00 25.00 NaN
2026-04-18 穗3现蕾 26.00 26.00 NaN
2026-04-20 叶14展开 28.00 28.00 NaN
2026-04-22 穗2开花 30.00 30.00 NaN
2026-04-23 叶15展开 31.00 31.00 NaN
2026-04-26 叶16展开 34.00 34.00 NaN
2026-04-28 穗4现蕾 36.00 36.00 NaN
2026-04-28 穗2坐果开始 36.00 36.00 NaN
2026-04-28 叶17展开 36.00 36.00 NaN
2026-04-29 穗3开花 37.00 37.00 NaN
2026-04-30 结果中期 38.00 38.00 NaN
2026-05-01 叶18展开 39.00 39.00 NaN
2026-05-04 穗3坐果开始 42.00 42.00 NaN
2026-05-04 叶19展开 42.00 42.00 NaN
2026-05-05 穗5现蕾 43.00 43.00 NaN
2026-05-06 穗4开花 44.00 44.00 NaN
2026-05-08 结果后期 46.00 46.00 NaN
2026-05-11 穗4坐果开始 49.00 49.00 NaN
2026-05-12 穗6现蕾 50.00 50.00 NaN
2026-05-13 穗5开花 51.00 51.00 NaN
2026-05-18 穗5坐果开始 56.00 56.00 NaN
2026-05-20 穗6开花 58.00 58.00 NaN
2026-05-23 预采期 61.00 61.00 NaN
2026-05-23 穗1转色 61.00 61.00 NaN
2026-05-25 穗6坐果开始 63.00 63.00 NaN
2026-05-28 穗1采果 66.00 66.00 NaN
2026-05-30 穗2转色 68.00 68.00 NaN
2026-06-02 采收期 71.00 71.00 NaN
2026-06-04 穗2采果 73.00 73.00 NaN
2026-06-04 穗3转色 73.00 73.00 NaN
2026-06-09 穗3采果 78.00 78.00 NaN
2026-06-11 穗4转色 80.00 80.00 NaN
2026-06-16 穗4采果 85.00 85.00 NaN
2026-06-18 穗5转色 87.00 87.00 NaN
2026-06-23 穗5采果 92.00 92.00 NaN
2026-06-24 穗6转色 93.00 93.00 NaN
2026-06-29 穗6采果 98.00 98.00 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
2026-04-11 农事操作 吊蔓 19.00 19.00 NaN
2026-05-15 农事操作 打顶 53.00 53.00 NaN
2026-03-29 病虫害管理 预防早疫病、晚疫病 6.00 6.00 NaN
2026-04-11 病虫害管理 防治早疫病、晚疫病、叶霉病 19.00 19.00 NaN
2026-04-26 病虫害管理 防治晚疫病、早疫病 34.00 34.00 NaN
2026-05-04 病虫害管理 防治灰霉病、叶霉病、白粉病 42.00 42.00 NaN
2026-05-15 病虫害管理 防治晚疫病、霜霉病 53.00 53.00 NaN
2026-05-23 病虫害管理 防治灰霉病、叶霉病、白粉病 61.00 61.00 NaN
2026-06-02 病虫害管理 防治早疫病、晚疫病 71.00 71.00 NaN
2026-04-11 水肥管理 番茄第一阶段初花期 19.00 19.00 NaN
2026-04-17 水肥管理 番茄第二阶段水肥方案 25.00 25.00 NaN
2026-04-30 水肥管理 番茄第三阶段水肥方案 38.00 38.00 NaN
2026-05-08 水肥管理 番茄第四阶段水肥方案 46.00 46.00 NaN
2026-05-23 水肥管理 番茄第五阶段水肥方案 61.00 61.00 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
18 5:45 18.00 13.20 None 15.20 15.00 10.00 5:43


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
18 0 24 21 57 12 17 10 18:40


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
15 6:15 6:20 5:47 15.60 NaN 8.80 13.60 14.00 10.00
16 6:10 6:20 5:46 16.00 NaN 8.20 14.00 14.00 10.00
17 6:30 6:55 5:44 16.20 NaN 10.50 10.40 14.00 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 16 9
15 18:37 100 18:32 100 18:15 18:37 16 12 9 10 12 6
16 18:38 100 18:38 30 17:50 18:38 21 19 2 17 16 11
17 18:39 100 18:39 80 15:45 18:39 18 13 1 17 15 12


今日灌溉计划

GhArea 0:

时间 灌溉时长(秒) 灌溉量(毫升/株) 灌溉总量(方/次) 天气 注释
07:45 68 30.00 0.15 晴 已安排（无传感数据） 手动（预期回液 无)
08:15 68 30.00 0.15 晴 预期（无传感数据） 手动（预期回液 无)
08:45 68 30.00 0.15 晴 预期（无传感数据） 手动（预期回液 无)
09:15 68 30.00 0.15 晴 预期（无传感数据） 手动（预期回液 无)
09:45 68 30.00 0.15 晴 预期（无传感数据） 手动（预期回液 无)
10:15 68 30.00 0.15 晴 预期（无传感数据） 手动（预期回液 无)
10:45 68 30.00 0.15 晴 预期（无传感数据） 手动（预期回液 无)
11:15 68 30.00 0.15 晴 预期（无传感数据） 手动（预期回液 无)
总计 544.0 (8次) 240.00 NaN None 建议进液EC：2900， PH：6.5

Fertigation Model Charts

FgModelPdf
M11_0_Ws_report

Weather Forecast

dY hr sinB G ds condition RHo P To sfRadiation I fetchTS
99 0 -0.71 0.00 2026-04-10 00:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-10 05:13:32
99 1 -0.69 0.00 2026-04-10 01:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-10 05:13:32
99 2 -0.62 0.00 2026-04-10 02:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-10 05:13:32
99 3 -0.50 0.00 2026-04-10 03:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-10 05:13:32
99 4 -0.34 0.00 2026-04-10 04:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-10 05:13:32
99 5 -0.16 0.00 2026-04-10 05:00:00 雾 99.00 1002.00 12.00 0.80 0.00 2026-04-10 05:13:32
99 6 0.05 61.41 2026-04-10 06:00:00 晴 91.00 1005.00 17.00 1.00 61.00 2026-04-10 05:13:32
99 7 0.25 309.66 2026-04-10 07:00:00 晴 90.00 1006.00 18.00 1.00 310.00 2026-04-10 05:13:32
99 8 0.45 547.03 2026-04-10 08:00:00 晴 79.00 1007.00 17.00 1.00 547.00 2026-04-10 05:13:32
99 9 0.61 754.44 2026-04-10 09:00:00 晴 67.00 1008.00 18.00 1.00 754.00 2026-04-10 05:13:32
99 10 0.75 917.50 2026-04-10 10:00:00 晴 58.00 1008.00 19.00 1.00 918.00 2026-04-10 05:13:32
99 11 0.83 1025.04 2026-04-10 11:00:00 晴 49.00 1008.00 20.00 1.00 1025.00 2026-04-10 05:13:32
99 12 0.87 1069.71 2026-04-10 12:00:00 晴 39.00 1008.00 22.00 1.00 1070.00 2026-04-10 05:13:32
99 13 0.85 1048.49 2026-04-10 13:00:00 晴 31.00 1008.00 23.00 1.00 1048.00 2026-04-10 05:13:32
99 14 0.78 962.85 2026-04-10 14:00:00 晴 26.00 1008.00 23.00 1.00 963.00 2026-04-10 05:13:32
99 15 0.67 818.65 2026-04-10 15:00:00 晴 23.00 1008.00 23.00 1.00 819.00 2026-04-10 05:13:32
99 16 0.51 625.79 2026-04-10 16:00:00 晴 23.00 1007.00 24.00 1.00 626.00 2026-04-10 05:13:32
99 17 0.32 397.60 2026-04-10 17:00:00 晴 24.00 1007.00 24.00 1.00 398.00 2026-04-10 05:13:32
99 18 0.12 150.62 2026-04-10 18:00:00 晴 29.00 1008.00 21.00 1.00 151.00 2026-04-10 05:13:32
99 19 -0.08 0.00 2026-04-10 19:00:00 晴 36.00 1008.00 21.00 1.00 0.00 2026-04-10 05:13:32
99 20 -0.28 0.00 2026-04-10 20:00:00 晴 44.00 1009.00 17.00 1.00 0.00 2026-04-10 05:13:32
99 21 -0.45 0.00 2026-04-10 21:00:00 晴 48.00 1010.00 15.00 1.00 0.00 2026-04-10 05:13:32
99 22 -0.58 0.00 2026-04-10 22:00:00 晴 51.00 1010.00 14.00 1.00 0.00 2026-04-10 05:13:32
99 23 -0.67 0.00 2026-04-10 23:00:00 晴 53.00 1011.00 13.00 1.00 0.00 2026-04-10 05:13:32
100 0 -0.70 0.00 2026-04-11 00:00:00 晴 55.00 1011.00 12.00 1.00 0.00 2026-04-10 05:13:32
100 1 -0.68 0.00 2026-04-11 01:00:00 晴 58.00 1011.00 11.00 1.00 0.00 2026-04-10 05:13:32
100 2 -0.61 0.00 2026-04-11 02:00:00 晴 61.00 1011.00 10.00 1.00 0.00 2026-04-10 05:13:32
100 3 -0.50 0.00 2026-04-11 03:00:00 晴 60.00 1012.00 9.00 1.00 0.00 2026-04-10 05:13:32
100 4 -0.34 0.00 2026-04-11 04:00:00 阴 43.00 1012.00 10.00 0.60 0.00 2026-04-10 05:13:32
100 5 -0.15 0.00 2026-04-11 05:00:00 多云 40.00 1012.00 12.00 0.80 0.00 2026-04-10 05:13:32
100 6 0.05 66.99 2026-04-11 06:00:00 NaN NaN NaN NaN 1.00 67.00 2026-04-10 05:13:32
100 7 0.26 315.11 2026-04-11 07:00:00 NaN NaN NaN NaN 1.00 315.00 2026-04-10 05:13:32
100 8 0.45 552.04 2026-04-11 08:00:00 NaN NaN NaN NaN 1.00 552.00 2026-04-10 05:13:32
100 9 0.62 758.98 2026-04-11 09:00:00 NaN NaN NaN NaN 1.00 759.00 2026-04-10 05:13:32
100 10 0.75 921.57 2026-04-11 10:00:00 NaN NaN NaN NaN 1.00 922.00 2026-04-10 05:13:32
100 11 0.84 1028.68 2026-04-11 11:00:00 NaN NaN NaN NaN 1.00 1029.00 2026-04-10 05:13:32
100 12 0.87 1073.00 2026-04-11 12:00:00 NaN NaN NaN NaN 1.00 1073.00 2026-04-10 05:13:32
100 13 0.86 1051.52 2026-04-11 13:00:00 NaN NaN NaN NaN 1.00 1052.00 2026-04-10 05:13:32
100 14 0.79 965.72 2026-04-11 14:00:00 NaN NaN NaN NaN 1.00 966.00 2026-04-10 05:13:32
100 15 0.67 821.49 2026-04-11 15:00:00 NaN NaN NaN NaN 1.00 821.00 2026-04-10 05:13:32
100 16 0.51 628.73 2026-04-11 16:00:00 NaN NaN NaN NaN 1.00 629.00 2026-04-10 05:13:32
100 17 0.33 400.75 2026-04-11 17:00:00 NaN NaN NaN NaN 1.00 401.00 2026-04-10 05:13:32
100 18 0.13 154.05 2026-04-11 18:00:00 NaN NaN NaN NaN 1.00 154.00 2026-04-10 05:13:32
100 19 -0.08 0.00 2026-04-11 19:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-10 05:13:32
100 20 -0.27 0.00 2026-04-11 20:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-10 05:13:32
100 21 -0.44 0.00 2026-04-11 21:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-10 05:13:32
100 22 -0.58 0.00 2026-04-11 22:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-10 05:13:32
100 23 -0.66 0.00 2026-04-11 23:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-10 05:13:32

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 FVI 1 单株作物灌溉量 ml in_pa
IS FVIEC 1 进液EC mS/cm in_pa
IS FVIPH 1 进液PH in_pa
IS FVO 1 单株作物回液量 ml in_pa
IS FVOEC 1 回液EC值 mS/cm in_pa
IS FVOIR 1 排灌比 % in_pa
IS FVOPH 1 回液PH值 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

Processed image files:

cam77_VegIndexDaily.pdf
video_680_77_202604091200.pdf
video_680_77_202604091300.pdf
video_680_77_202604091400.pdf
video_680_77_202604091500.pdf
pdfVegIndexDaily
pdfClusterSum
pdfClusterReportAll

Camera 76

Processed image files:

cam76_VegIndexDaily.pdf
video_680_76_202604091200.pdf
video_680_76_202604091300.pdf
video_680_76_202604091400.pdf
video_680_76_202604091500.pdf
pdfVegIndexDaily
pdfClusterSum
pdfClusterReportAll

Camera 78

Processed image files:

cam78_VegIndexDaily.pdf
video_680_78_202604091200.pdf
video_680_78_202604091300.pdf
video_680_78_202604091400.pdf
video_680_78_202604091510.pdf
pdfVegIndexDaily
pdfClusterSum
pdfClusterReportAll

Camera 79

Processed image files:

cam79_VegIndexDaily.pdf
video_680_79_202604091203.pdf
video_680_79_202604091303.pdf
video_680_79_202604091403.pdf
video_680_79_202604091503.pdf
pdfVegIndexDaily
pdfClusterSum
pdfClusterReportAll

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
1775730613780751095 2021越夏-无土栽培灌溉数据指标组 2026-04-09 18:30:13 2026-04-09 wu7bLJYW
1775643849767467677 2021越夏-无土栽培灌溉数据指标组 2026-04-08 18:24:09 2026-04-08 wu7bLJYW
1775559086161241286 2021越夏-无土栽培灌溉数据指标组 2026-04-07 18:51:26 2026-04-07 wu7bLJYW
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