1. web application
Contents
1. ENORASIS ee ENORASIS user manual HA AC Project ENORASIS Grant Agreement282949 ENVIRONMENTAL OPTIMIZATION OF IRRIGATION MANAGEMENT WITH THE COMBINED USE AND INTEGRATION OF HIGH PRECISION SATELLITE DATA ADVANCED MODELING PROCESS CONTROL AND BUSINESS INNOVATION Funding Scheme Collaborative Project Theme FP7 ENV ENORASIS User Manual Version issue date 0 7 11 10 2013 Page i ENORASIS FP7 ENV ENORASIS user manual Table of Contents 1 WEB APPLICATION 1 1 1 2 1 3 1 4 1 5 1 6 1 7 1 8 1 9 1 10 1 11 1 12 1 13 1 14 1 15 1 16 1 17 1 18 1 19 Registration Login screen Successful login Generic UI and functionalities Crop types management admin Soil types management admin Sensor types management admin Users management admin Insert Update Field Field view Insert Update Plot Plot View Insert Update Valves Valve view Insert Update Sensors Sensor view Manually insert data for sensor Manually insert data for valve Assign rights to Users Version issue date 0 7 11 10 2013 HA AC O Oo A N N k ka 10 11 12 14 16 19 21 22 23 24 25 26 27 Page ii FP7 ENV ENORASIS S ENORASIS user manual et List of figures Foure A OMS SC oE ere re TEE 1 Figure 2 Registration bt 1 EE 1 Figures MISE EEN Eege 2 Figure 4 Confirmation message of successful registration s sssssssrsssresrrrsrrsnrrsnrrsnnrsnrnnrrnnrrenrrnrens 22. ENORASIS amp Myaccount Logout X Delete X Delete DG Edit KZ DG Edit KZ X Delete amp Myaccount Logout The User firstly needs to select a desired Field The Field Permissions grid is located at the bottom of the page Figure 59 On the Field permissions form the User needs to fill in the email of the person that he she wants to give an access to the selected field One of the predefined permission options needs to be selected from the drop down menu and finally the Assign button needs to be clicked Field Permissions minic uns ac rs Name Email Vladan Minic Figure 59 Field Permissions mowe ES minic uns ac rs Role OWNER Approved Actions No Granted User its email and role will appear in the Field Permissions grid Figure 60 Version issue date 0 7 11 10 2013 Page 27 ENORASIS ee ENORASIS user manual ay A z NO Field Permissions READ WRITE minic uns ac rs Role Approved Actions Email OWNER No Name Vladan Minic minic uns ac rs Vladan Minic minic uns ac rs READ Yes WRITE Figure 60 Updated Field Permissions Version issue date 0 7 11 10 2013 Page 28
3. 0 7 11 10 2013 Page iv ENORASIS 7 ENORASIS user manual a ENORASIS FP7 ENV 1 WEB APPLICATION The ENORASIS web application can be accessed through the URL http app enorasis eu using any web browser Home screen is shown in Figure 1 ENORASIS project is described in a few sentences and the Users have two options to login in order to access the web application or to register and get a new account ENORASIS Login d Register Home Welcome to ENORASIS G About the project Welcome to the website of the FP7 ENV Project ENORASIS Grant Agreement 282949 The core aim of the project is to develop an integrated Decision Support System for environmentally optimized irrigation management by farmers and water management organizations based on advanced technologies and models The duration of the project is three years January 2012 December 2014 Irrigation is broadly recognized as a significant environmental challenge as agriculture consumes the largest amount of water globally Irrigation practices have an important impact on water consumption thus the improvement of the environmental performance of irrigation systems is very essential to prevention of misuse of water In this light ENORASIS aims to develop an irrigation management Decision Support System ENORASIS Service Platform and Components for farmers and water management organizations Figure 1 Home screen The About the Project menu button will lead you to
4. FOU a Be en O EE 2 Figure 6 LOOM We EE 2 Figure 7 Home screen of successful login regular User 3 Figure 8 Home screen of successful login admin Ueer 0 eee ee eee eres E RER REE RENEE REE ERE E REE 3 Figure o MY ACCOUNE EE 4 Faure 10 ee EE 4 Sisi TT Redd SOS Ss El 5 Figure 12 DSS EXecution Valves actions eeeege te sieke deeg Kee EHNEN ee EE EEN ENNEN sans 5 Figure 33 Enn een eg e EE 6 PUE Dk ROSE MP vimonteacsedincenmdintaqutienaesnamnntnredeuecsaiedaatuninanesoutsen E a a 6 FOUG TSA DPSS CCUG ner eee mer er enn eT ee een eee ee ene ee ee eee 7 Rees Ce ee ee ee ee ee ee ee er 7 Figure 17 Map ODUM eeen a E E E E E E ardent A 7 FIGUEG do Map ZOOMING DE 8 Figure 19 Crop types management ccccccccee cece cee e eee e ec eeeeesseceeesnennneneeeeescceeesenenanseseesecsoeeenannneggs 8 Figure 20 Create CIOD LYDE ee EE ee 8 laien 9 Figure 22 SO e ee En teg EE 9 Figure 25 Greate Soli E 10 FIGUre at DES ODE E 10 Figure 25 Sensor types management ssesssrssrssrrsrrnrrnrrnrrnnrnnrnnrnnrnnrnnrnnrnnrnnrnnrnnnnnnnnnnnnnnnnnnnnnnnnn 10 Figure 20 Croate SERENE erraren a etre a ure aE tre aes EAO E i eaa 11 Figure 27 Delete Sensor ve 11 Figure 28 User Eet un E 12 Figure 29 Delete confirmation 1 sssseseeesesse ekte ERE ER ERE SEERE ERE NERE SEERE ERE SEERE RENEE NERE SEE NES ENE E SEERE SERENE 12 PONE SSO S My F G ara E A E EE 12 FOUE S SE GE 13 FIGUra o2 Drawing THE rnold ME 13 Fou
5. FTS_2_SM2 Related Valves Name Test Serbia 2 Test Serbia valve Field Permissions Name Dots oft Imaxdi Enorasis ENORASIS READ stekes Vladan Minic Cengiz Bayazit Jerzy Soil moisture sensor Soil moisture sensor Wind direction sensor non DSS deg Wind speed sensor Km h non DSS Soil moisture sensor Soil moisture sensor Soil moisture sensor Soil moisture sensor Type Standard Standard Email info dotsoft ar info imaxdi com info enorasis eu readonly enorasis eu stavros dotsoft ar minic uns ac rs cengiz teknoset com kozyr iung pulawy pl Figure 35 Field view 2013 09 08 09 12 25 2013 09 08 09 12 25 2013 09 08 09 11 28 2013 09 08 09 11 28 2013 09 08 18 08 50 2013 09 08 18 08 51 2013 09 08 18 11 16 2013 09 08 18 11 17 L ron Wa L Edit Delete Wet Ra L edit WA L Edit X Delete L ran Wa L edit Wa L Edit X Delete Actions C Edit L Edit C Delete Role Approved Actions READ Yes ONLY OWNER OWNER READ ONLY READ WRITE READ WRITE READ WRITE READ ONLY X Delete AS Delete X Delete X Delete X Delete Page 15 ENORASIS ENORASIS user manual HA FP7 ENV w The Map of the Field shows all the details about the Field The User has two buttons Edit for editing the Shape and the field details and Delete button to delete the selected Field
6. EES ENORASIS user manual MA ENORASIS vw ENO RAS I S A Myaccount Logout f Home Users Create SS My Fields Name User Type Active Supervisor Actions Other No No Z edit Biase SEET dene Administrator Yes No L Edit Usertypes Other Yes No 2 Edit Crop types Soil types Administrator Yes Yes L Edit Sensor types de Senao ypes Administrator Yes No L Edit Valve types A S Administrator Yes Yes L Edit Channel lengths Channel types Farmer Yes No Cot ERD Irrigation methods Administrator Yes Yes Coat ERS Administrator No No L Edit Administrator Yes No L Edit Administrator Yes No L Edit Farmer Yes No L Edit Figure 28 User management The Create button is located in the top right corner Figure 28 The Create User procedure is the same as the Registration procedure described in chapter 1 1 The administrator can change the User data by clicking on the Edit button located at the end of the line with the name of the User The User can be deleted by the administrator by clicking on the De ete button Message Are you sure you want to delete this record will appear on the screen Figure 29 The administrator needs to confirm his decision by pressing the Delete record button OG ENO RASIS amp Myaccount Logout Home Delete user ww ma My Fields Are you sure you want to delete this record Cancel CS ADMINISTRATION Users User types Crop types Soil types Se
7. My Fields Draw location on the map r LJ Apple orchard LS ADMINISTRATION Users User types Crop types Soil types Sensor types Valve types Channel lengths Name Channel types Irrigation methods Required Field Crop Type Required Field Soil Type Required Field Channel Type Required Field Channel Length Required Field Irrigation Method Efficiency Required Field Size in square meters Required Field Slope in degrees degrees Required Field Day of year of sowing 0 365 Required Field Water price Euro m Required Field Crop yield price Euro t Required Field Yield without water stress t ha Required Field Costs of irrigation system work Euro m Required Field Other costs of production minus subsidies Euro ha Required Field Minimal profitable amount of irrigation mm Required Field Harvest day 0 365 Required Field Enable automatic irrigation Sensors that provide data for this plot Valves that provide data for this plot Figure 37 Create plot Related Plots Name irrigation Sensors Valves Actions Jonathan Gold Sensors Valves L ron Figure 38 Updated Related Plots Version issue date 0 7 11 10 2013 Page 17 DEES ENORASIS 7 ENORASIS user manual a ENORASIS ENO RASIS amp My account amp Logout f Home ma My Fields Delete record O Apple orchard Jonathan Gold Figure 39 Delete Plot Version issue date 0 7 1
8. Users User types Crop types Soil types Sensor types Valve types Channel lengths Channel types Irrigation methods ENORASIS ENORASIS user manual Create Valve Name Valve Type Serial number API Key Is Remotely Handled akes Water Measurements Waterflow Diameter Plots to which this valve provides data E Jonathan Gold e changes Cancel Figure 46 Create Valve 10 ae ENORASIS amp Myaccount Logout After filling all the fields and saving the changes then a new valve will be listed in the Related Valves grid Related Valves Name Main apple valve 1 14 Valve view Figure 47 Updated Related Valves Actions Edit The User firstly needs to select a desired Field and belonging Plot The Related Valves grid is located at the bottom of the page Figure 48 Related Valves ENORASIS amp Myaccount Logout FTS_3_SM1 Soil moisture sensor ETS 3 SM2 Soil moisture sensor Related Valves Name Type Test Serbia 2 Standard Test Serbia valve Standard Field Permissions Name Email Dotsoft info dots oft gr Imaxdi info imaxdi com Enorasis info enorasis eu Figure 48 Related Valves 2013 09 10 17 58 37 2013 09 10 17 58 38 Role READ ONLY OWNER OWNER ron DG ron Actions Gro Gro Approved Actions Yes X Delete To view the valve readings the User needs to click on its name The Valve readings are list
9. day as it is shown in Figure 58 Version issue date 0 7 11 10 2013 Page 26 FP7 ENV ENORASIS ENORASIS user manual ENORASIS FTS 1 PP1 FTS 1 SM2 FTS 1 WD1 FTS 2 SM1 FTS 2 SM2 Related Valves Name Test Serbia valve Rain Sensor with self emptying bucket mm Soil moisture sensor Soil moisture sensor Wind direction sensor non DSS deg Wind speed sensor Km h non DSS Soil moisture sensor Soil moisture sensor Type Actions Standard Figure 57 Related Valves ENORASIS Home Add water irrigation amount ma My Fields 2013 09 08 00 00 D Apple orchard O cyprus 2013 09 08 01 00 Cl Poland Grabow 2013 09 08 02 00 J Serbia AC GC 0 Turkey 2013 09 08 03 00 2013 09 08 04 00 2013 09 08 05 00 LG ADMINISTRATION 2013 09 08 06 00 Users User types 2013 09 08 07 00 Crop types 2013 09 08 08 00 Soil types Sensor types 2013 09 08 09 00 Valve types 2013 09 08 10 00 Channel lengths Figure 58 Add water irrigation amount 1 19 Assign rights to Users 08 09 2013 09 11 28 08 09 2013 09 12 25 08 09 2013 09 12 25 08 09 2013 09 11 28 08 09 2013 09 11 28 08 09 2013 17 02 06 08 09 2013 17 02 07 L Add water irrigation amount L Add measurements L Add measurements L Add measurements L Add measurements L Add measurements L Add measurements L Add measurements Gro sele ZS w
10. on the left mouse button In the Modify mode Figure 32 the User can change the shape of the Field by clicking on desired point and dragging it to the correct place If any of points is unnecessary the User can simply delete it by placing mouse cursor over that point and clicking the Delete button on the keyboard Create Field Apple orchard Draw location on the map S G Ze E ee SC Sw S J gt 2 ee yx et i E EE Wesst C Se d f j i d GZ an 19 85444 45 17029 Figure 32 Drawing the field If the User selects and drags the light colored point then a new one will appear in the middle of the line between light colored point and its neighbors and light colored point will become darker Version issue date 0 7 11 10 2013 Page 13 ENORASIS EES ENORASIS user manual HA FNOR i When the User is satisfied with the shape and position of the field he she just needs to press the Done button or the Reset button if he she is completely unsatisfied Create Field Apple orchard Draw location on the map Figure 33 Drawing finished 6 5 ge 7 j ee 2 Pal g E een Ee NES Say SC d i d Ko e 19 93478 45 14626 If any changes need to be done the User can again switch to the Modify mode by clicking on the Modify button The new field will appear in the My Fields grid Figure 34 f Home My Fields me My Fields Name Plots 0 Ap
11. the ENORASIS Project web site 1 1 Registration Registration form is shown Figure 2 In order to register the User need to fill all required fields e Name e E mail e Password e Retype password e Phone e User type If any filed remain empty Save changes button will not take action ENORASIS Home Register to ENORASIS a About the project Name Password Re type password User Type Cancel Figure 2 Registration form The User can select one of the predifined options for User Type shown on Figure 3 Version issue date 0 7 11 10 2013 Page 1 ENORASIS ee ENORASIS user manual w z NO User Type Required Field Administrator Agricultural Association Other Farmer Water Authori Figure 3 User Type options After successful registration Figure 4 the User can log in to ENORASIS system ENORASIS f Home Register to ENORASIS About the project S 2 Thank you for registering to the ENORASIS platform You can now login by clicking on the Login button Figure 4 Confirmation message of successful registration 1 2 Login screen In order to access ENORASIS system the User need to provide correct email and password If the User has forgotten his her valid password he she can reset password by clicking on Reset password button New password will be sent on the User email Login Email Email Password Password Create new account Reset passw
12. 00 Sensor Rain Next to the chicken coop has not sent data for 1 day Information 20 06 2013 12 00 Landzone Strawberries will need watering in 2 hours Irrigation 20 06 2013 12 00 Landzone Cacti and tomatoes has been watered Information Irngaton Alerts Figure 7 Home screen of successful login regular User amp Myaccount Logout Overview Error Read SOS Sensors 2013 09 15 21 29 RSS SOS Server mysever rs sensors not available Answer Status code 0 Warning Read SOS Sensors 2013 09 15 21 29 RSS Sensor Grabow SM 12 No observations within the period 2013 09 15118 29 12 0200 2013 09 15T21 29 12 0200 Warning Read SOS Sensors 2013 09 15 21 29 RSS Sensor Grabow_SM_9 No observations within the period 2013 09 15118 29 12 0200 2013 09 15T21 29 12 0200 Warning Read SOS Sensors 2013 09 15 21 29 RSS Sensor Grabow SM 4 No observations within the period 2013 09 Rest API Figure 8 Home screen of successful login admin User By clicking on the My account button in the top right corner the User has the ability to change his her profile data Figure 9 Version issue date 0 7 11 10 2013 Page 3 FP7 ENV ENORASIS Home ma My Fields LS ADMINISTRATION Users User types Crop types Soil types Sensor types Valve types Channel lengths Channel types Irrigation methods ENORASIS ENORASIS user manual My Account
13. 08 29 61 60 62 2013 09 08 2013 09 10 1 100 46 1 91 20 82 17 62 27 62 61 86 2013 09 08 2013 09 10 3 100 8 15 2 88 18 71 18 08 28 76 61 88 2013 09 09 2013 09 09 1 66 0 57 155 5 91 12 16 25 31 59 69 2013 09 07 2013 09 09 3 0 0 1 92 22 33 11 22 26 83 63 67 2013 09 08 2013 09 09 1 0 0 01 25 22 38 10 74 27 38 49 86 2013 09 07 2013 09 09 1 0 0 1 87 21 64 10 81 26 52 64 43 2013 09 09 2013 09 09 2 0 0 2 36 14 45 15 4 27 02 45 67 2013 09 09 2013 09 09 3 19 0 41 1 5 6 26 12 3 24 77 60 6 2013 09 08 2013 09 09 3 0 0 02 2 53 21 99 11 07 27 27 49 66 2013 09 05 2013 09 08 1 0 0 1 58 22 52 7 49 24 85 57 78 2013 09 07 2013 09 08 1 0 0 1 61 22 7 9 53 24 87 52 5 2013 09 07 2013 09 08 3 0 0 1 54 22 69 9 31 24 88 52 89 Figure 44 WRF DSS Inputs 1 13 Insert Update Valves The User firstly needs to select a desired Field and belonging Plot The Related Valves grid is located at the bottom of the page Figure 45 Related Valves Name Actions Figure 45 Related Valves After clicking on the Create button the Create Valves form will be open as it shown in Figure 46 The required fields are e Name e Valve type drop list e Serial number e API key e Water flow e Diameter The mandatory boxes are e Is remotely handled e Takes water measurements e Plots to which this valve provides data Version issue date 0 7 11 10 2013 Page 21 FP7 ENV ENORASIS Home SS My Fields 0 Apple orchard E Jonathan Gold CS ADMINISTRATION
14. 1 10 2013 Page 18 EP7 ENY ENORASIS ENORASIS user manual 1 12 Plot View Home End Season Start Season ma My Fields o Apple orchard O Cyprus O Poland Grabow O Serbia G1 C1 O Turkey Name C1 Cost of work 0 1 Users Crop type Sweet Cherry Serbia User types Crop yield price 851 Minimal profitable amount of irrigation 1 Other costs 0 1 Date of sowing 15 Sensor types Size 100 ADMINISTRATION Crop types Soil types Valve types Slope 0 Soil type CLAY LOAM Water price 0 1 Channel types Yield without water stress 3 3 Irrigation methods Automatic irrigation enabled Harvest day 0 Channel lengths Dss Results View DSS Details Liters to be watered today Actions Weather Forecast INSDATE DATE PPT_PRB MAX_TMP REL_HUM 2013 09 08 2013 09 10 100 i 27 62 61 86 2013 09 08 2013 09 10 100 28 76 61 88 2013 09 08 2013 09 09 27 38 49 86 2013 09 08 2013 09 09 27 27 49 66 2013 09 07 2013 09 09 26 52 64 43 26 83 63 67 26 1 47 73 2013 09 07 2013 09 09 2013 09 08 2013 09 08 2013 09 07 2013 09 08 2013 09 05 2013 09 08 2013 09 05 2013 09 08 2013 09 06 2013 09 08 2013 09 07 2013 09 08 2013 09 08 2013 09 08 Related Sensors Name Type Last reading Actions 24 88 52 89 24 85 57 78 25 13 52 05 24 92 57 44 24 87 525 E Lea ees e escher e kel e 01 0 01 9 01 0 25 96 48 21 Relative Humidity Sensor 08 09 2013 D Add measurements D Edit 09 11 28 Temperature sensor C 0
15. 13 09 13 22 09 RSS SOS Server mysever rs sensors not available Answer Status code 0 Warning Read SOS Sensors 2013 09 13 22 09 RSS Sensor ME3S No observations within the period 2013 09 13T19 09 12 0200 2013 09 13T22 09 12 0200 Warning Read SOS Sensors 2013 09 13 22 09 RSS Sensor ME2S No observations within DSS Execution Valves actions amp Myaccount Logout Overview Read SOS Sensors DSS Execution Valves actions Error DSS Execution Valves actions 2013 07 11 11 33 Valve C000000000000002 cannot be started open Error DSS Execution Valves actions 2013 07 11 11 33 Valve C000000000000003 cannot be started open 7 HA AC RASIS Page 5 ENORASIS ee ENORASIS user manual amp Myaccount Logout Overview DSS Execution Valves actions Universal Connector Figure 13 Universal Connector amp My account Logout DSS Execution Valves actions Universal Connector Rest API Information Rest API 2013 09 13 21 30 R Removed PLOT fCHANNELLENGTH null CHANNELTYPE null 0 1D 153 NAME Test REST API FIELDID 132 LOCATION Klat 20 1222565770149 lon 45 214233398437 flat 20 1310113072395 lon 45 220928192138 flat 20 1316979527473 lon 45 223503112793 flat 20 147662460804 lon 45 2164649963379 flat 20 1610520482063 lon 45 208225250244 flat 20 1588204503059 lon 45 194149017334 flat 20 14491587877
16. 27 lon 45 204792022705 flat 20 1222565770149 lon 45 214233398437 Information Rest API 2013 09 13 21 30 Modified PLOT f1D 153 NAME Test REST API FIELDID 132 LOCATION Kilat 20 1222565770149 l0n 45 214233398437 flat 20 1310113072395 1on 45 220928192138 4 ao 1316979597473 Ian 45 2235031 12793 S j DSS Calculation Figure 14 Rest API Version issue date 0 7 11 10 2013 ar AO R Page 6 ENORASIS 10 ENORASIS user manual ENORASIS FP7 ENV amp Myaccount Logout Overview Read SOS Sensors DSS Execution Valves actions Universal Connector Rest API DSS Calculation gem DSS Executing DSS for Field Cyprus Information DSS Calculation 2013 09 13 05 50 DSS Executing DSS for Field Serbia Information DSS Calculation 2013 09 13 05 45 DSS Executing DSS for Field Poland Grabow Information DSS Calculation 2013 09 12 05 55 DSS Executing DSS for Field Turkey Information DSS Calculation 2013 09 12 05 53 DSS Executing DSS for Field Cyprus Information DSS Calculation 2013 09 12 04 40 Figure 15 DSS Calculation One of the most important parts of this web application is the map Figure 16 User can choose between different levels of layers by clicking on the cross sign in the right corner of the map and checking unchecking appropriate boxes Figure 17 Apple orchard Edit Name Apple orchard Altitude 45 Sensors Serve
17. 8 09 2013 L Add measurements L Edit 09 11 28 Rain Sensor with self emptying bucket 08 09 2013 L Add measurements Edit mm 09 11 28 Wind direction sensor non DSS deg 08 09 2013 2 Add measurements D Edit 09 11 28 Wind speed sensor Km h non DSS 08 09 2013 L Add measurements Edit 09 11 28 Soil moisture sensor 08 09 2013 2 Add measurements D Edit 18 11 16 Soil moisture sensor 08 09 2013 L Add measurements L Edit 18 11 17 Related Valves Name Type Actions Test Serbia 2 Standard L Add water irrigation amount Edit Figure 40 Plot View Version issue date 0 7 11 10 2013 Page 19 ENORASIS EES ENORASIS user manual Z MA In order to view the specific Plot the User needs to click on the My Fields in the menu to select an appropriate Field and then to click on the Plot Web application will show five grids Map of the Plot DSS Results Weather Forecast Related Sensors and Related Valves as shown in Figure 40 The Map of the Plot shows all details about the Plot The User has four buttons Edit for editing the shape and the details End Season to indicate that season is over Start Season to indicate that season has just begun and the Delete button to delete the selected Plot DSS Results shows the results of the Decision Support System for current day Clicking the View DSS Details button will open page like the one shown in Figure 41 The User can go bac
18. ASIS user manual ae ENORASIS Sensor FTS_1_AT1 Sensor Data From 25 08 2013 To 26 08 2013 Sensor measurement 17 78 August 25 2013 Mon Aug 26 Sensor Data Datetime 2013 08 26 01 50 39 2013 08 26 01 50 39 2013 08 25 0785 06 2013 08 25 07 45 06 2013 08 25 07 45 06 2013 08 25 06 44 37 2013 08 25 06 44 37 2013 08 25 06 44 37 2013 08 25 05 44 06 2013 08 25 05 44 06 2013 08 25 05 44 06 2013 08 25 04 43 38 2013 08 25 04 43 38 2013 08 25 04 43 38 2013 08 25 03 43 07 2013 08 25 03 43 07 2013 08 25 03 43 07 2013 08 25 02 42 40 2013 08 25 02 42 40 2013 08 25 02 42 40 Figure 54 Sensor data 1 17 Manually insert data for sensor If for some reason the sensor readings cannot be sent automatically the User can do that manually The User firstly needs to select a desired Field and belonging Plot The Related Sensor grid is located at the bottom of the page Figure 55 In order to insert the data manually the User needs to click on the Add measurements button The User can enter the sensor readings manually on hourly base for that day as it is shown in Figure 56 Version issue date 0 7 11 10 2013 Page 25 FP7 ENV ENORASIS Channel lengths Channel types Irrigation methods ENORASIS f Home ma My Fields 0 Apple orchard CT Cyprus Cl Poland Grabow CJ Serbia S AG1 Gi CH o Turkey amp ADMINISTRATION Users User types Crop types Soil types Sensor types Valve type
19. Name Viadan Minic E mail minic uns ac_rs Password Re type password Phone 381214852523 Alerts Type Sensor Data Out of Min Max limits Soil Moisture below limit Irrigation emergency Extreme weather conditions ERP Alert Figure 9 My Account 10 a 7 ENORASIS amp Myaccount Logout 1 4 Generic UI and functionalities After successful login the accordion right menu will appear showing brief information for the following options e Overview Figure 10 e Read SOS sensors Figure 11 e DSS executions Valves actions Figure 12 e Universal connector Figure 13 e Rest API Figure 14 e DSS Calculations Figure 15 ENORASIS f Home ma My Fields CS ADMINISTRATION Users User types Crop types Soil types Sensor types Valve types Channel lengths Channel types Irrigation methods Welcome to ENORASIS Welcome to the website of the FP7 ENV Project ENORASIS Grant Agreement 282949 The core aim of the project is to develop an integrated Decision Support System for environmentally optimized irrigation management by farmers and water management organizations based on advanced technologies and models The duration of the project is three years January 2012 December 2014 Irrigation is broadly recognized as a significant environmental challenge as agriculture consumes the largest amount of water globally Irrigation practices have an important impact on water consumption thus the i
20. Sensor types LOAM Valve types SAND Channel lengths Channel types SANDY LOAM Irrigation methods SANDY LOAM Turkey SILTY CLAY Figure 22 Soil types management sake ZS w ENORASIS amp Myaccount Logout Create Actions Dron DG Edit L Edit Era Delete C tait DG Edit eat C tat DG Edit The Create button is located in the top right corner Figure 22 The Create form design is shown in Figure 23 All form fields are required e Name e Bulk Density e Saturation e Capacity The administrator can change the Soil type data by clicking on the Edit button which is located at the end of the line of its Soil type s name The Soil type can be deleted by the administrator by clicking on the De ete button Message Are you Sure you want to delete this record will appear on the screen Figure 24 The administrator needs to confirm his decision by pressing the Delete record button Version issue date 0 7 11 10 2013 Page 9 FP7 ENV f Home ma My Fields Users User types Crop types Soil types Sensor types Valve types Channel lengths Channel types Irrigation methods ENORASIS f Home ma My Fields ADMINISTRATION Users User types Crop types Soil types Sensor types Valve types Channel lengths Channel types Irrigation methods f Home SS My Fields Crop types Soil types Sensor types Valve types Channel lengths Channel types Irri
21. The Related Plots grid offers the possibility to the User to turn on off automatic irrigation create edit or delete the plot or to click on the name of the plot and view the plot The Related Sensors and the Related Valves are similar with their functionalities The User can create edit or delete the sensor valve or to click on the name of the sensor valve and view them The User can use the Field Permissions to give a privilege to any User to Read Write or just to Read selected plot 1 11 Insert Update Plot In order to create the Plot the User needs to select the Field where the Plot is located and to click on the Create button in the Related Plots grid Figure 36 Figure 36 Related Plots The User is expected to draw the shape of the field on exact location by clicking on the Draw button located under the map Drawing the Plot is very simple The User needs to place the mouse cursor at the desired place and to click on the left mouse button When the shape of the Plot is satisfactory the User just needs to double click on the left mouse button In the Modify mode the User can change the shape of the Plot by clicking on desired point and dragging it to the correct place If any of points is unnecessary the User can simply delete it by placing mouse cursor over that point and clicking the Delete button on the keyboard If the User selects and drags the light colored point then a new one will appear in the middle of the line between t
22. ed as graph as well as table The User can choose the date interval to display or to export as CSV file Figure 49 Version issue date 0 7 11 10 2013 Page 22 DEES ENORASIS 7 ENORASIS user manual a ENORASIS ENORASIS Valve Test Serbia valve Name Test Servis vahe Vaive Type Standard Serial number 1111 API Key 009000000000003 is Remotely Handled No Takes Water Measurements No Weaterfiow 50 Diameter 120 Valve Data From 10 09 2013 Valve measurement No data available Valve Data Datetime Figure 49 Valve view 1 15 Insert Update Sensors The User firstly needs to select a desired Field and belonging Plot The Related Sensor grid is located at the bottom of the page Figure 50 Related Sensors Name Figure 50 Related Sensors After clicking on the Create button the Create Sensor form will be open as it shown in Figure 51 ENORASIS A Myaccount Logout f Home Create Sensor ma My Fields Name O Apple orchard Jonathan Gold LZ ADMINISTRATION Sensor Type SE Serial number User types Crop types Soil types API Key Sensor types Valve types d Alert Min Channel lengths Channel types Irrigation methods Alert Max Required Field Plots to which this sensor provides data fr Jonathan Gold Cancel Figure 51 Create Sensor After filling in all the fields and saving the changes the new sensor will be listed in the Related S
23. ensors grid Figure 52 Related Sensors Name Type Last reading Actions AT Temperature sensor C Never L Edit Figure 52 Updated Related Sensors Version issue date 0 7 11 10 2013 Page 23 ENORASIS eege ENORASIS user manual 1 16 Sensor view Ro S ENORASIS The User firstly needs to select a desired Field and belonging Plot The Related Sensor grid is located at the bottom of the page Figure 53 ENORASIS Soil type CLAY LOAM Channel lengths Water price 0 1 Channel types Yield without water stress 6 9 Automatic irrigation enabled Irrigation methods Harvest day Dss Results Liters to be watered today 0 Weather Forecast Related Sensors Name Type Last reading FTS_1_AH1 Relative Humidity Sensor 08 09 2013 09 11 28 FTS 1 AT1 Temperature sensor C 08 09 2013 09 11 28 FTS_1_PP1 Rain Sensor with self emptying bucket 08 09 2013 mm 09 11 28 Figure 53 Related Sensors amp Myaccount Logout View DSS Details Actions Ce View Sensor Data Actions L Add measurements L Edit L Add measurements L Edit L Add measurements L Edit To view the sensor readings the User needs to click on its name The Sensor readings are listed as graph as well as table The User can choose the date interval to display or to export as CSV file Figure 54 Sensor data Version issue date 0 7 11 10 2013 Page 24 DEES ENORASIS 7 ENOR
24. gation methods The Create button is located The required fields are e Name ENORASIS user manual Create Soil type ENORASIS Required Field Bulk Density Required Field Saturation Capacity Figure 23 Create Soli type Delete record Cancel Figure 24 Delete Soil type Sensor Types Name Absolute Humidity non DSS Air Insolation non DSS Rain Sensor with self emptying bucket mm Relative Humidity Sensor Soil moisture sensor Soil Temperature non DSS Solar Radiation non DSS Wim2 Temperature sensor C Valve IsOpen sensor Water availability 0 1 Water Flow meter non DSS Water Volume available non DSS Wind direction sensor non DSS deg Wind speed sensor Km h non DSS Wind speed sensor m s 1 7 Sensor types management admin The system administrator has the ability to create edit or delete the Sensor type Observed Property meteo air humidity absolute meteo air insolation meteo air precipitation meteo air humidity relative agro soil moisture agro soil temperature meteo direct radiation sum meteo air temperature irrigation water valve open irrigation water availability irrigation water discharge irrigation water volume meteo air wind direction meteo air wind speed meteo air wind speed Figure 25 Sensor types management in the top right corner Figure 25 Create form design is shown e Observed Prope
25. he light colored point and its neighbors and light colored point will become darker When the User is satisfied with the shape and the position of the Plot he she just needs to press the Done button or the Reset button if he she is completely unsatisfied The required fields are e Name e Crop Type drop list e Soil Type drop list e Channel Type drop list e Channel Length drop list e Irrigation Method Efficiency drop list e Size in square meters e Slope in degrees degrees e Day of year of sowing 0 365 e Water price Euro m e Crop yield price Euro t e Yield without water stress t ha e Costs of irrigation system work Euro m e Other costs of production minus subsidies Euro ha e Minimal profitable amount of irrigation mm e Harvest day 0 365 Mandatory field is Enable automatic irrigation The new Plot will be shown in the Related Plots grid as shown in Figure 38 The User has option to change the shape of the Plot or any value from the fields listed above by clicking on the Edit button in the Related Plots grid The User has also the ability to delete the Plot by clicking on the Delete button as Version issue date 0 7 11 10 2013 Page 16 DEES ENORASIS Ls OG ENORASIS user manual ae ENORASIS shown in Figure 38 If the User has decided to delete the Plot he she needs to confirm his her decision by pressing the Delete record button Figure 39 A Myaccount Logout Home Create Plot ma
26. k by clicking on Show plot details button in upper right corner or to expand grids by clicking on the Show buttons amp Myaccount Logout ENORASIS f Home AG1 DSS Details Show plot details ma My Fields Name AG1 Cost of work 0 1 Crop type Apples Serbia Crop yield price 375 Minimal profitable amount of irrigation Other costs 0 1 Date of sowing 15 Bact Size 100 Slope 0 SC Soil type CLAY LOAM Water price 0 1 Yield without water stress 6 9 Automatic irrigation enabled 1 Apple orchard oO Cyprus O Poland Grabow Cl Serbia E Turkey L ADMINISTRATION Harvest day Users User types Crop types Soil types Sensor types Previous Dss Results Dss Inputs Show Export dss input data Valve types Show Export wrf data WRF Dss Inputs Channel lengths Figure 41 View DSS Details The expanded grids will be similar to those shown in Figure 42 Figure 43 and Figure 44 Previous Dss Results cs Datetime Liters to be watered 2013 09 08 05 52 25 2013 09 07 05 51 51 2013 09 06 05 53 42 2013 09 05 11 41 41 2013 09 02 05 58 35 2013 09 01 05 51 23 2013 08 31 05 51 42 2013 08 30 05 53 07 2013 08 29 05 51 39 2013 08 28 05 51 14 2013 08 27 05 52 47 2013 08 26 05 53 40 2013 08 25 05 51 31 2013 08 24 05 51 25 2013 08 23 05 50 42 Sei e ca ees etc eosascleat eacl e kel e a e 2013 08 22 05 52 49 Figure 42 Previous DSS Results The Previous DSS Results grid sho
27. mprovement of the environmental performance of irrigation systems is very essential to prevention of misuse of water In this light ENORASIS aims to develop an irrigation management Decision Support System ENORASIS Service Platform and Components for farmers and water management organizations Figure 10 Overview Version issue date 0 7 11 10 2013 amp My account Logout Overview Warning Read SOS Sensors 2013 09 13 22 09 RSS Sensor FTS 1 AH1 No observations within the period 2013 09 13T19 09 12 0200 2013 09 13T22 09 12 0200 Warning Read SOS Sensors 2013 09 13 22 09 RSS Sensor FTS 1 AT1 No observations within the period 2013 09 13719 09 12 0200 2013 09 13T22 09 12 0200 Warning Read SOS Sensors 2013 09 13 22 09 RSS Sensor FTS_1_SM1 No observations within the period 2013 09 137T19 09 12 0200 2013 09 13T22 09 12 0200 Warning Read SOS Sensors 2013 09 13 22 09 Page 4 FP7 ENV ENORASIS user manual Figure 11 Read SOS Sensors Figure 12 DSS Execution Valves actions Version issue date 0 7 11 10 2013 ENORASIS amp Myaccount Logout Overview Read SOS Sensors Error Read SOS Sensors 2013 09 13 22 09 RSS SOS Server mysever rs sensors not available Answer Status code 0 Error Read SOS Sensors 2013 09 13 22 09 RSS SOS Server mysever rs sensors not available Answer Status code 0 Error Read SOS Sensors 20
28. nsor types Valve types Channel lengths Channel types Irrigation methods Figure 29 Delete confirmation 1 9 Insert Update Field The User can create and update the Fields by clicking on the My Fields menu option the My Fields grid will appear as shown in Figure 30 ENORASIS amp Myaccount Logout My Fields Name Plots Sensors Valves Actions Figure 30 My Fields Version issue date 0 7 11 10 2013 Page 12 ENORASIS 7 ENORASIS user manual a ENORASIS FP7 ENV In order to create a new field the User needs to click on the Create new field button in the right corner of the screen New Create Field form will appear as shown in Figure 31 The User is expected to draw the shape of the field on exact location by clicking on the Draw button located under the map The required fields are e Name e Size ENO RAS I S amp Myaccount Logout f Home Create Field ma My Fields Draw location on the map Name Size m Altitude above sea level m integer between 300 and 6000 Sensors Server Address url Valves Server Address url Figure 31 Create Field Optional fields are e Altitude above sea level e Sensors server address e Valves server address Drawing the Field is very simple The User needs to place the mouse cursor at the desired place and to click on the left mouse button When the shape of the Field is satisfactory the User just needs to double click
29. ord Figure 5 Login form If credentials are wrong ENORASIS system will generate Error shown in Figure 6 Login Email bad user com Password sees Wrong email or password Create new account Reset password Figure 6 Login error The User may choose to create a new account by clicking on Create new account button New account procedure is already described in chapter 1 1 The User may also reset password in case that he she has forgotten it A new password will be send on e mail by pressing the Reset password button 1 3 Successful login After successful login to the system the screen appears as shown in Figure 7 in case that you are a regular User or Figure 8 if you are an administrator Version issue date 0 7 11 10 2013 Page 2 FP7 ENV ENORASIS Se My Fields ENORASIS f Home ma My Fields LS ADMINISTRATION Users User types Crop types Soil types Sensor types Valve types Channel lengths Channel types Irrigation methods ENORASIS ENORASIS user manual Welcome to ENORASIS Welcome to the website of the FP7 ENV Project ENORASIS Grant Agreement 282949 The core aim of the project is to develop an integrated Decision Support System for environmentally optimized irrigation management by farmers and water management organizations based on advanced technologies and models The duration of the project is three years January 2012 December 2014 Irrigation is broadly recognized as a
30. ple orchard Apple orchard 0 plots valv L Edit Figure 34 My Fields If the User is the owner of the Field he she can also delete the field by clicking on the Delete button located at the end of the line of its field s name 1 10 Field view In order to view the specific Field the User needs to select the My Fields in the menu and then to select an appropriate Field Web application will show five grids Map of the Field Related Plots Related Sensors Related Valves and Field Permissions as shown in Figure 35 Version issue date 0 7 11 10 2013 Page 14 ENORASIS 7 EES ENORASIS user manual Home Edit ma My Fields Cl Apple orchard O Cyprus O Poland Grabow Serbia Aci Wo O Turkey 45 21252 19 50458 Name Serbia Altitude 150 Users Sensors Server Address User types Valves Server Address Server Address http e panonit com 8085 LZ ADMINISTRATION Crop types Soil types Related Plots Sensor types Valve types Sensors Valves Actions Channel lengths 9 Sensors 1 Valves 2 Edit Channel types 7 Sensors 1 Valves L Edit Related Sensors Name Type Last reading Actions Irrigation methods o E bi FTS_1_AH1 Relative Humidity Sensor 2013 09 08 09 11 28 Feit ERs Temperature sensor C 2013 09 08 09 11 28 L Edit X Delete Rain Sensor with self emptying bucket mm 2013 09 08 09 11 28 L Edit Version issue date 0 7 11 10 2013 FTS_1_SM1 FTS_1_SM2 Ae one
31. r Address mysever rs sensors Valves Server Address Server Address myserver rsivalves Figure 16 Map Apple orchard Edit SCH D Base Layer D OpenLayers WMS Overlays Fat ields ggPiots pjsensors gjValves gyActive feature A Name Apple orchard Altitude 45 Sensors Server Address mysever rs sensors Valves Server Address Server Address myserver rs valves Figure 17 Map options Zooming in and zooming out can be done by clicking on the and signs in the left corner or by scrolling the mouse Figure 18 User can move the map by clicking and dragging the map to the wanted position Version issue date 0 7 11 10 2013 Page 7 ENORASIS 10 ENORASIS user manual a 7 ENORASIS FP7 ENV Apple orchard 2 Edit e i rg d Ze y V 2 Si SC Bx 20 57765 45 17166 Name Apple orchard Altitude 45 Sensors Server Address mysever rs sensors Valves Server Address Server Address myserver rsivalves Figure 18 Map zooming 1 5 Crop types management admin The system administrator has the ability to create edit or delete the Crop type ENORASIS amp Myaccount Logout f Home Crop Types Create ma My Fields Name Actions F Apples Serbia L Edit sers Crop types Grain Maize Poland L Edit Soil types Sensor types Grapefruit Cyprus L Edit va YDES Maize Turkey LS edit Channel lengths Channel types Potato Poland Gran Irrigation methods Sweet Cher
32. re 33 Drawing ln E WEE 14 RONE ST KT e LE EU Ea er 14 CIES 9 HS WEE 15 FOUG SEER Ee cissecdsceneceaceesseaningssececeamsane ne sani eiee sm cnereasere E E E 16 BS Cig E E E ee EE 17 Foure 33 Updated Related PIO ES acces eceaenatscencsennnencautacdssoecaaantscticans sepacsadntdaaeteienncecustacenesenmetests 17 g eegee Ee e A E EE ae ERE E E E a E A cs eaten ne ieencaeeteeuans 18 FOr AO e TEE 19 Figure AT View DSS RE E 20 Figure 42 Previous DSS ResultS sssnnsnssnnsnnnsnnsnnsnnrnnrnnrnnsnnsnnrnnsnnennennennsnnennennennennennennennsenennennne 20 Foure 4 gt IDSs Lee EE 21 Powe 4 WIRE So NPO on E EEA EE A AEE EE ERE 21 Foure A5 REE E 21 Figure 46 Create Valve eeh NENNEN ENNEN NEE ENEE NENNEN 22 Figure 47 Updated WENNT 22 Figure 48 Related Valves eeh ENNEN NENNEN EEN ENNEN NNN EE ENEE NN 22 FV ATE y V NE a E a E A E AE EE E naan ameten 23 Foure 50 Related Sens OS E 23 Foure Db Crea SENSOF GE 23 Figure 52 Updated Related Gensore NENNEN ENEE ENNEN ENEE 23 FOORE SSR e E 24 Version issue date 0 7 11 10 2013 Page iii ety ENORASIS pa O ENORASIS user manual e FOUE SA ON O e e EE 25 FOUG SS e TEE 26 Figure 56 Add sensor measurements NNN ANEN NEE REENEN NENNEN NEEN NENNEN EEN He FOUG SS Read IN 27 Figure S58 Add Water migation Ierger 27 Figure 59 Held dn Ee EE 27 Figure 60 Updated Field Permissions EE 28 List of tables No table of figures entries found Version issue date
33. rty Version issue date 0 7 11 10 2013 0 ENORASIS amp Me account Logout amp Myaccount Logout A Myaccount Logout Create Actions L ron KG L ron KG L ron KA L ron RA L ron KA L ron KA L ron KA L ron KA L ron WA L ron WA L Edit amp Delete L ron KAS L ron KG L ron A L edit WA in Figure 26 Page 10 DEES ENORASIS 7 ENORASIS user manual ENORASIS The administrator can change the User data by clicking on the Edit button located at the end of the line of its sensor type s name ENORASIS Create Sensor type Name Observed Property Figure 26 Create Sensor type The Sensor type can be deleted by the administrator by clicking on the De ete button Message Are you Sure you want to delete this record will appear on the screen Figure 27 The administrator needs to confirm his decision by pressing the Delete record button E N OC RA S I S amp Myaccount Logout f Home ma My Fields Delete record Cancel ADMINISTRATION Users User types Crop types Soil types Sensor types Valve types Channel lengths Channel types Irrigation methods Figure 27 Delete Sensor type 1 8 Users management admin The system administrator has privileges to create edit or delete the User The Users management page is shown in Figure 28 Version issue date 0 7 11 10 2013 Page 11 ENORASIS
34. ry Serbia Edit Figure 19 Crop types management The Create button is located in the top right corner Figure 19 The Create form design is shown in Figure 20 amp Me account Logout f Home Create Crop type ma My Fields Name Users User types Crop types Cancel Soil types Sensor types Valve types Channel lengths Channel types Irrigation methods Figure 20 Create Crop type The only field which needs to be entered is the Crop name The administrator can change the Crop type by clicking on the Edit button located at the end of the line with the Crop name The Crop can be deleted by the administrator by clicking on the Delete button Message Are you sure you want to delete this record will appear on the screen Figure 21 The administrator needs to confirm his decision by pressing the Delete record button Version issue date 0 7 11 10 2013 Page 8 ENORASIS EES ENORASIS user manual ENORASIS f Home ma My Fields Delete record Cancel CS ADMINISTRATION Users User types Crop types Soil types Sensor types Valve types Channel lengths Channel types Irrigation methods Figure 21 Delete Crop type 1 6 Soil types management admin The system administrator has the privileges to create edit or delete the Soil type Soil Types a My Fields Name Bulk Density Saturation Capacity CLAY Users User types CLAY LOAM Crop types CLAY Cyprus Soil types
35. s Channel lengths ENORASIS ENORASIS user manual Soil type CLAY LOAM Water price 0 1 Yield without water stress 6 9 Automatic irrigation enabled Harvest day Dss Results Liters to be watered today 0 Weather Forecast Related Sensors Name Type Last reading Relative Humidity Sensor 08 09 2013 09 11 28 FTS_1_AH1 08 09 2013 09 11 28 FTS_1_AT1 Temperature sensor C Rain Sensor with self emptying bucket 08 09 2013 mm 09 11 28 Figure 55 Related Sensors FTS_1_PP1 Add sensor measurements 2013 09 08 00 00 2013 09 08 01 00 2013 09 08 02 00 2013 09 08 03 00 2013 09 08 04 00 2013 09 08 05 00 2013 09 08 06 00 2013 09 08 07 00 2013 09 08 08 00 2013 09 08 09 00 2013 09 08 10 00 Figure 56 Add sensor measurements 1 18 Manually insert data for valve sele ZS w ENORASIS amp Myaccount Logout View DSS Details Actions View Sensor Data Actions L Add measurements Gro L Add measurements Gro L Add measurements Gro amp Myaccount Logout If the User has irrigated manually he needs to fill the data for the water irrigation amount The User firstly needs to select a desired Field and belonging Plot The Related Valves grid is located at the bottom of the page Figure 57 In order to insert the data manually the User needs to click on the Add water irrigation amount button The User needs to enter the data on hourly base for that
36. significant environmental challenge as agriculture consumes the largest amount of water globally Irrigation practices have an important impact on water consumption thus the Improvement of the environmental performance of irrigation systems is very essential to prevention of misuse of water In this light ENORASIS aims to develop an irrigation management Decision Support System ENORASIS Service Platform and Components for farmers and water management organizations Welcome to ENORASIS Welcome to the website of the FP7 ENV Project ENORASIS Grant Agreement 282949 The core aim of the project is to develop an integrated Decision Support System for environmentally optimized irrigation management by farmers and water management organizations based on advanced technologies and models The duration of the project is three years January 2012 December 2014 Irrigation is broadly recognized as a significant environmental challenge as agriculture consumes the largest amount of water globally Irrigation practices have an important impact on water consumption thus the improvement of the environmental performance of irrigation systems is very essential to prevention of misuse of water In this light ENORASIS aims to develop an irrigation management Decision Support System ENORASIS Service Platform and Components for farmers and water management organizations Ro S ENORASIS My account Logout Overview Alert 20 06 2013 12
37. ws the DSS results for a previous period The DSS Input grid shows the inputs for the DSS system coming from sensor measurements deployed from in the fields and the WRF DSS Inputs show the inputs for the DSS system coming from the weather forecast The input data can be exported by clicking on Export DSS input data or Export WRF data buttons Version issue date 0 7 11 10 2013 Page 20 ee ENORASIS ENORASIS user manual a ENORASIS Dss Inputs Export dss input data Date P Tmin oC Tmax oC RH RS MJ u 2013 09 09 0 11 67 11 67 74 2013 09 08 0 6 67 13 89 90 571428 2013 09 07 2013 09 06 0 2 0 9 44 94 333333 2013 09 05 0 0 7333 93 857142 2013 09 04 0 0 0 95 5 2013 09 03 0 0 0 90 2013 09 02 2013 09 01 0 12 22 2333 90 75 2013 08 31 22 0 13 89 96 2013 08 30 1 6 12 22 20 93 5 2013 08 29 1 6 14 44 20 94 25 2013 08 28 7 16 11 17 22 96 3 2013 08 27 0 2 14 44 16 11 82 714285 2013 08 26 1 6 15 55 17 22 96 90909 2013 08 25 34 2 13 33 19 44 95 0625 Figure 43 DSS Inputs WRF Dss Inputs Export wrf data INSDATE DATE SOURCE PPT_PRB PPT_AMT WND_SPD SLR_RAD MIN_TMP MAX_TMP REL_HUM 2013 09 09 2013 09 11 3 100 11 48 2 22 12 99 14 83 25 37 79 68 2013 09 09 2013 09 11 2 100 17 91 2 21 9 62 17 5 22 9 81 2013 09 09 2013 09 11 1 100 13 87 1 96 14 81 15 83 25 35 81 54 2013 09 09 2013 09 10 1 94 ERG 1 9 16 91 13 96 28 17 75 95 2013 09 09 2013 09 10 3 60 1 42 2 05 21 58 13 97 28 47 72 04 2013 09 09 2013 09 10 2 44 0 02 2 38 21 42 16
Download Pdf Manuals
Related Search