山东高青基地 Crop Model Report

渌鑫育苗基地11号棚

(2026-04-14 04:39:58)

Summary

温室
M11
报告日期
2026-04-14
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
22
发育期
初花期
叶数:
12
比叶面积
0.58
穗数
1
预计产量
7.1 (公斤/株)
最近发生
-6天: 叶10展开
-4天: 穗2现蕾
-3天: 叶11展开,穗1开花
-1天: 叶12展开
+2天: 叶13展开,穗1坐果开始
+3天: 穗3现蕾
+5天: 叶14展开
+7天: 叶15展开,穗2开花
+10天: 叶16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 初花期 19.00 19.00 NaN
2026-04-11 穗1开花 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
2026-04-16 穗1坐果开始 24.00 24.00 NaN
2026-04-16 结果前期 24.00 24.00 NaN
2026-04-17 穗3现蕾 25.00 25.00 NaN
2026-04-19 叶14展开 27.00 27.00 NaN
2026-04-21 叶15展开 29.00 29.00 NaN
2026-04-21 穗2开花 29.00 29.00 NaN
2026-04-24 叶16展开 32.00 32.00 NaN
2026-04-27 穗4现蕾 35.00 35.00 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 结果中期 37.00 37.00 NaN
2026-04-29 穗3开花 37.00 37.00 NaN
2026-04-30 叶18展开 38.00 38.00 NaN
2026-05-03 叶19展开 41.00 41.00 NaN
2026-05-04 穗3坐果开始 42.00 42.00 NaN
2026-05-04 穗5现蕾 42.00 42.00 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
2026-05-11 穗6现蕾 49.00 49.00 NaN
2026-05-12 穗5开花 50.00 50.00 NaN
2026-05-17 穗5坐果开始 55.00 55.00 NaN
2026-05-19 穗6开花 57.00 57.00 NaN
2026-05-23 预采期 61.00 61.00 NaN
2026-05-23 穗1转色 61.00 61.00 NaN
2026-05-24 穗6坐果开始 62.00 62.00 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
2026-06-17 穗5转色 86.00 86.00 NaN
2026-06-22 穗5采果 91.00 91.00 NaN
2026-06-23 穗6转色 92.00 92.00 NaN
2026-06-28 穗6采果 97.00 97.00 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
2026-05-14 农事操作 打顶 52.00 52.00 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
2026-04-25 病虫害管理 防治晚疫病、早疫病 33.00 33.00 NaN
2026-05-05 病虫害管理 防治灰霉病、叶霉病、白粉病 43.00 43.00 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
2026-04-16 水肥管理 番茄第二阶段水肥方案 24.00 24.00 NaN
2026-04-29 水肥管理 番茄第三阶段水肥方案 37.00 37.00 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
22 5:40 16.20 11.50 None 13.40 14.00 10.00 5:37


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
22 0 24 21 55 12 17 10 18:43


Historical Quilt Decision Summary

Quilt Open

d o_Hr o_obsHr sunriseHr o_T o_Ts o_To o_I o_Tmin o_Imin
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
18 6:30 6:40 5:43 16.20 NaN 11.80 12.20 14.00 10.00
19 6:00 6:10 5:41 13.40 NaN 12.30 11.80 11.00 10.00
20 6:00 6:10 5:40 15.20 NaN 13.70 12.80 13.00 10.00
21 5:50 6:05 5:38 16.80 NaN 14.40 13.20 15.00 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
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 11
18 18:40 100 18:40 30 18:20 18:40 20 20 12 17 14 14
19 23:59 0 0 18:15 18:41 26 21 5 17 17 13
20 23:59 0 0 18:20 18:42 26 24 9 17 15 16
21 18:42 100 18:42 30 18:10 18:42 23 20 5 17 12 13


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
07:40 92 60.00 0.31 多云 预期 (按时,计划@07:40 ) 自主(预期回液 29 ml/株)
08:25 92 60.00 0.31 多云 预期 (按时,计划@08:25 ) 自主(预期回液 57 ml/株)
13:00 92 60.00 0.31 预期 自主(预期回液 无)
15:00 92 60.00 0.31 预期 自主(预期回液 无)
总计 368.0 (4次) 240.00 NaN None 建议进液EC:3280, 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
103 0 -0.69 0.00 2026-04-14 00:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-14 04:45:52
103 1 -0.67 0.00 2026-04-14 01:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-14 04:45:52
103 2 -0.60 0.00 2026-04-14 02:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-14 04:45:52
103 3 -0.48 0.00 2026-04-14 03:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-14 04:45:52
103 4 -0.32 0.00 2026-04-14 04:00:00 96.00 1013.00 11.00 0.80 0.00 2026-04-14 04:45:52
103 5 -0.14 0.00 2026-04-14 05:00:00 多云 77.00 1015.00 10.00 0.80 0.00 2026-04-14 04:45:52
103 6 0.07 83.53 2026-04-14 06:00:00 多云 79.00 1015.00 12.00 0.80 67.00 2026-04-14 04:45:52
103 7 0.27 331.04 2026-04-14 07:00:00 多云 74.00 1015.00 13.00 0.80 265.00 2026-04-14 04:45:52
103 8 0.46 566.62 2026-04-14 08:00:00 多云 65.00 1015.00 12.00 0.80 453.00 2026-04-14 04:45:52
103 9 0.63 772.12 2026-04-14 09:00:00 多云 56.00 1015.00 15.00 0.80 618.00 2026-04-14 04:45:52
103 10 0.76 933.30 2026-04-14 10:00:00 51.00 1015.00 18.00 1.00 933.00 2026-04-14 04:45:52
103 11 0.85 1039.15 2026-04-14 11:00:00 47.00 1015.00 20.00 1.00 1039.00 2026-04-14 04:45:52
103 12 0.88 1082.42 2026-04-14 12:00:00 41.00 1014.00 20.00 1.00 1082.00 2026-04-14 04:45:52
103 13 0.87 1060.20 2026-04-14 13:00:00 35.00 1013.00 23.00 1.00 1060.00 2026-04-14 04:45:52
103 14 0.80 974.00 2026-04-14 14:00:00 31.00 1012.00 24.00 1.00 974.00 2026-04-14 04:45:52
103 15 0.68 829.75 2026-04-14 15:00:00 28.00 1011.00 23.00 1.00 830.00 2026-04-14 04:45:52
103 16 0.52 637.35 2026-04-14 16:00:00 29.00 1011.00 23.00 1.00 637.00 2026-04-14 04:45:52
103 17 0.33 410.06 2026-04-14 17:00:00 30.00 1010.00 22.00 1.00 410.00 2026-04-14 04:45:52
103 18 0.13 164.25 2026-04-14 18:00:00 32.00 1011.00 22.00 1.00 164.00 2026-04-14 04:45:52
103 19 -0.07 0.00 2026-04-14 19:00:00 40.00 1011.00 20.00 1.00 0.00 2026-04-14 04:45:52
103 20 -0.26 0.00 2026-04-14 20:00:00 45.00 1011.00 18.00 1.00 0.00 2026-04-14 04:45:52
103 21 -0.43 0.00 2026-04-14 21:00:00 49.00 1012.00 17.00 1.00 0.00 2026-04-14 04:45:52
103 22 -0.56 0.00 2026-04-14 22:00:00 50.00 1013.00 16.00 1.00 0.00 2026-04-14 04:45:52
103 23 -0.65 0.00 2026-04-14 23:00:00 52.00 1013.00 13.00 1.00 0.00 2026-04-14 04:45:52
104 0 -0.68 0.00 2026-04-15 00:00:00 57.00 1013.00 13.00 1.00 0.00 2026-04-14 04:45:52
104 1 -0.67 0.00 2026-04-15 01:00:00 62.00 1013.00 12.00 1.00 0.00 2026-04-14 04:45:52
104 2 -0.59 0.00 2026-04-15 02:00:00 66.00 1013.00 11.00 1.00 0.00 2026-04-14 04:45:52
104 3 -0.48 0.00 2026-04-15 03:00:00 69.00 1013.00 11.00 1.00 0.00 2026-04-14 04:45:52
104 4 -0.32 0.00 2026-04-15 04:00:00 30.00 1013.00 12.00 1.00 0.00 2026-04-14 04:45:52
104 5 -0.13 0.00 2026-04-15 05:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-14 04:45:52
104 6 0.07 88.95 2026-04-15 06:00:00 NaN NaN NaN NaN 1.00 89.00 2026-04-14 04:45:52
104 7 0.27 336.20 2026-04-15 07:00:00 NaN NaN NaN NaN 1.00 336.00 2026-04-14 04:45:52
104 8 0.47 571.32 2026-04-15 08:00:00 NaN NaN NaN NaN 1.00 571.00 2026-04-14 04:45:52
104 9 0.63 776.33 2026-04-15 09:00:00 NaN NaN NaN NaN 1.00 776.00 2026-04-14 04:45:52
104 10 0.77 937.05 2026-04-15 10:00:00 NaN NaN NaN NaN 1.00 937.00 2026-04-14 04:45:52
104 11 0.85 1042.48 2026-04-15 11:00:00 NaN NaN NaN NaN 1.00 1042.00 2026-04-14 04:45:52
104 12 0.89 1085.42 2026-04-15 12:00:00 NaN NaN NaN NaN 1.00 1085.00 2026-04-14 04:45:52
104 13 0.87 1062.96 2026-04-15 13:00:00 NaN NaN NaN NaN 1.00 1063.00 2026-04-14 04:45:52
104 14 0.80 976.65 2026-04-15 14:00:00 NaN NaN NaN NaN 1.00 977.00 2026-04-14 04:45:52
104 15 0.68 832.42 2026-04-15 15:00:00 NaN NaN NaN NaN 1.00 832.00 2026-04-14 04:45:52
104 16 0.52 640.15 2026-04-15 16:00:00 NaN NaN NaN NaN 1.00 640.00 2026-04-14 04:45:52
104 17 0.34 413.11 2026-04-15 17:00:00 NaN NaN NaN NaN 1.00 413.00 2026-04-14 04:45:52
104 18 0.14 167.62 2026-04-15 18:00:00 NaN NaN NaN NaN 1.00 168.00 2026-04-14 04:45:52
104 19 -0.07 0.00 2026-04-15 19:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-14 04:45:52
104 20 -0.26 0.00 2026-04-15 20:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-14 04:45:52
104 21 -0.43 0.00 2026-04-15 21:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-14 04:45:52
104 22 -0.56 0.00 2026-04-15 22:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-14 04:45:52
104 23 -0.64 0.00 2026-04-15 23:00:00 NaN NaN NaN NaN 1.00 0.00 2026-04-14 04:45:52

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
IS Ws E10 基质称-东10 kg in_pa
IS Ws E19 基质称-东19 kg 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_202604130900.pdf
video_680_77_202604131000.pdf
video_680_77_202604131100.pdf
video_680_77_202604131200.pdf
video_680_77_202604131300.pdf
video_680_77_202604131400.pdf
video_680_77_202604131500.pdf
pdfVegIndexDaily
pdfClusterSum
pdfClusterReportAll

Camera 76

Processed image files:

cam76_VegIndexDaily.pdf
video_680_76_202604130900.pdf
video_680_76_202604131000.pdf
video_680_76_202604131100.pdf
video_680_76_202604131200.pdf
video_680_76_202604131300.pdf
video_680_76_202604131400.pdf
video_680_76_202604131500.pdf
pdfVegIndexDaily
pdfClusterSum
pdfClusterReportAll

Camera 78

Processed image files:

cam78_VegIndexDaily.pdf
video_680_78_202604130900.pdf
video_680_78_202604131000.pdf
video_680_78_202604131100.pdf
video_680_78_202604131200.pdf
video_680_78_202604131300.pdf
video_680_78_202604131400.pdf
video_680_78_202604131500.pdf
pdfVegIndexDaily
pdfClusterSum
pdfClusterReportAll

Camera 79

Processed image files:

cam79_VegIndexDaily.pdf
video_680_79_202604130903.pdf
video_680_79_202604131003.pdf
video_680_79_202604131103.pdf
video_680_79_202604131203.pdf
video_680_79_202604131303.pdf
video_680_79_202604131403.pdf
video_680_79_202604131503.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
1775991376192440889 2021越夏-无土栽培灌溉数据指标组 2026-04-12 18:56:16 2026-04-11 wu7bLJYW
1775817047403277027 2021越夏-无土栽培灌溉数据指标组 2026-04-10 18:31:04 2026-04-10 wu7bLJYW
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
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