FarmMaps/FarmMapsApiClient
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mark merged 70 commits from :master into master 2025-01-10 15:39:26 +00:00
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FarmmapsKPI/KPIApplication.cs
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@ -94,7 +94,7 @@ namespace FarmmapsKPI
int nrun = 1; int nrun = 1;
for (int run = 1; run <= nrun; run++) { for (int run = 1; run <= nrun; run++) {
for (int i = 0; i < fieldsInputs.Count; i++) for (int i = 0; i < fieldsInputs.Count; i++)
//for (int i = 2; i < 3; i++) // for testing //for (int i = 3; i < 4; i++) // for testing
{ {
watch.Restart(); watch.Restart();
input = fieldsInputs[i]; input = fieldsInputs[i];

46
FarmmapsKPI/KPIInput.json
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@ -13,8 +13,8 @@
"dataCropfield": { "dataCropfield": {
//"area": 4.22, //Leave empty, KPI app will calculate it from geometry //"area": 4.22, //Leave empty, KPI app will calculate it from geometry
"final": true, //always true "final": true, //always true
"soilCode": "1", //From codelist CL405. Can be omitted if unknown "soilCode": "1", //From codelist CL405. Can be no longer be omitted
"soilName": "Sand", //From codelist CL405 "soilName": "Sand",
"cropTypeCode": "1010101", //From codelist CL263 "cropTypeCode": "1010101", //From codelist CL263
"cropTypeName": "Potato", //From codelist CL263 "cropTypeName": "Potato", //From codelist CL263
"productionPurposeCode": "003", //From codelist CL251. For testing, see case with consumption & starch potato "productionPurposeCode": "003", //From codelist CL251. For testing, see case with consumption & starch potato
@ -77,7 +77,7 @@
"dataCropfield": { "dataCropfield": {
//"area": 4.22, //Leave empty, KPI app will calculate it from geometry //"area": 4.22, //Leave empty, KPI app will calculate it from geometry
"final": true, //always true "final": true, //always true
"soilCode": "7", //From codelist CL405. Can be omitted if unknown "soilCode": "7", //From codelist CL405. Can no longer be omitted
"soilName": "Clay", //From codelist CL405 "soilName": "Clay", //From codelist CL405
"cropTypeCode": "1010101", //From codelist CL263 "cropTypeCode": "1010101", //From codelist CL263
"cropTypeName": "Potato", //From codelist CL263 "cropTypeName": "Potato", //From codelist CL263
@ -141,7 +141,7 @@
"dataCropfield": { "dataCropfield": {
//"area": 4.22, //Leave empty, KPI app will calculate it from geometry //"area": 4.22, //Leave empty, KPI app will calculate it from geometry
"final": true, //always true "final": true, //always true
"soilCode": "1", //From codelist CL405. Can be omitted if unknown "soilCode": "1", //From codelist CL405. Can be no longer be omitted
"soilName": "Sand", "soilName": "Sand",
"cropTypeCode": "1010101", //From codelist CL263 "cropTypeCode": "1010101", //From codelist CL263
"cropTypeName": "Potato", //From codelist CL263 "cropTypeName": "Potato", //From codelist CL263
@ -199,8 +199,8 @@
"dataCropfield": { "dataCropfield": {
//"area": 4.22, //Leave empty, KPI app will calculate it from geometry //"area": 4.22, //Leave empty, KPI app will calculate it from geometry
"final": true, //always true "final": true, //always true
//"soilCode": "5", //From codelist CL405. Can be omitted if unknown "soilCode": "5", //From codelist CL405. Can be no longer be omitted
//"soilName": "Loam", //From codelist CL405. "soilName": "Loam", //From codelist CL405.
"cropTypeCode": "1010101", //From codelist CL263 "cropTypeCode": "1010101", //From codelist CL263
"cropTypeName": "Potato", //From codelist CL263 "cropTypeName": "Potato", //From codelist CL263
//"rootDepthMax": 45, //not needed for KPI calculation, but shown here to know this is a possible property //"rootDepthMax": 45, //not needed for KPI calculation, but shown here to know this is a possible property
@ -220,7 +220,7 @@
"n": "92", //refers to codelist CL022 with fertilizer types & npk contents "n": "92", //refers to codelist CL022 with fertilizer types & npk contents
"name": "Kunstmest strooien", //refers to codelist CL127 with operation methods "name": "Kunstmest strooien", //refers to codelist CL127 with operation methods
"product": "7360", //refers to codelist CL022 with fertilizer types "product": "7360", //refers to codelist CL022 with fertilizer types
"type": "MOR", //indicates wether the fertilization is anorganic (MAN) or organic (MOR) //"type": "MAN", //indicates wether the fertilization is anorganic (MAN) or organic (MOR)
"quantity": "200", "quantity": "200",
//"status": "3", // refers to codelist CL256. where 3 stand for completed. The status does not matter and is not used in the KPI calculations //"status": "3", // refers to codelist CL256. where 3 stand for completed. The status does not matter and is not used in the KPI calculations
"operationCode": "7", // refers to codelist CL018 consisting of main catergorie of operations. Code 7 stands for fertilization "operationCode": "7", // refers to codelist CL018 consisting of main catergorie of operations. Code 7 stands for fertilization
@ -241,7 +241,7 @@
//"status": "3", // refers to codelist CL256. where 3 stand for completed. The status does not matter and is not used in the KPI calculations //"status": "3", // refers to codelist CL256. where 3 stand for completed. The status does not matter and is not used in the KPI calculations
"operationCode": "7", // refers to codelist CL018 consisting of main catergorie of operations. Code 7 stands for fertilization "operationCode": "7", // refers to codelist CL018 consisting of main catergorie of operations. Code 7 stands for fertilization
"product": "2329", //refers to codelist CL022 with fertilizer types "product": "2329", //refers to codelist CL022 with fertilizer types
"type": "MAN",//indicates wether the fertilization is anorganic (MAN) or organic (MOR) //"type": "MAN",//indicates wether the fertilization is anorganic (MAN) or organic (MOR)
"quantity": "32000", "quantity": "32000",
"unitCode": "KGMHAR", "unitCode": "KGMHAR",
"contractor": false, "contractor": false,
@ -294,8 +294,8 @@
"dataCropfield": { "dataCropfield": {
//"area": 4.22, //Leave empty, KPI app will calculate it from geometry //"area": 4.22, //Leave empty, KPI app will calculate it from geometry
"final": true, //always true "final": true, //always true
//"soilCode": "5", //From codelist CL405. Can be omitted if unknown "soilCode": "5", //From codelist CL405. Can be no longer be omitted
//"soilName": "Loam", //From codelist CL405. "soilName": "Loam", //From codelist CL405.
"cropTypeCode": "1010101", //From codelist CL263 "cropTypeCode": "1010101", //From codelist CL263
"cropTypeName": "Potato", //From codelist CL263 "cropTypeName": "Potato", //From codelist CL263
//"rootDepthMax": 45, //not needed for KPI calculation, but shown here to know this is a possible property //"rootDepthMax": 45, //not needed for KPI calculation, but shown here to know this is a possible property
@ -369,8 +369,8 @@
"dataCropfield": { "dataCropfield": {
//"area": 4.22, //Leave empty, KPI app will calculate it from geometry //"area": 4.22, //Leave empty, KPI app will calculate it from geometry
"final": true, //always true "final": true, //always true
//"soilCode": "5", //From codelist CL405. Can be omitted if unknown "soilCode": "5", //From codelist CL405. Can be no longer be omitted
//"soilName": "Loam", //From codelist CL405. "soilName": "Loam", //From codelist CL405.
"cropTypeCode": "1010101", //From codelist CL263 "cropTypeCode": "1010101", //From codelist CL263
"cropTypeName": "Potato", //From codelist CL263 "cropTypeName": "Potato", //From codelist CL263
//"rootDepthMax": 45, //not needed for KPI calculation, but shown here to know this is a possible property //"rootDepthMax": 45, //not needed for KPI calculation, but shown here to know this is a possible property
@ -442,10 +442,10 @@
"fieldName": "caseQuoteNnotProvidedInDataOperations", "fieldName": "caseQuoteNnotProvidedInDataOperations",
"CropfieldItemCode": "", "CropfieldItemCode": "",
"dataCropfield": { "dataCropfield": {
"soilCode": "1", //From codelist CL405. Can be no longer be omitted
"soilName": "Sand",
//"area": 4.22, //Leave empty, KPI app will calculate it from geometry //"area": 4.22, //Leave empty, KPI app will calculate it from geometry
"final": true, //always true "final": true, //always true
//"soilCode": "5", //From codelist CL405. Can be omitted if unknown
//"soilName": "Loam", //From codelist CL405.
"cropTypeCode": "1010101", //From codelist CL263 "cropTypeCode": "1010101", //From codelist CL263
"cropTypeName": "Potato", //From codelist CL263 "cropTypeName": "Potato", //From codelist CL263
//"rootDepthMax": 45, //not needed for KPI calculation, but shown here to know this is a possible property //"rootDepthMax": 45, //not needed for KPI calculation, but shown here to know this is a possible property
@ -517,6 +517,8 @@
"fieldName": "examplePesticide_11767N", "fieldName": "examplePesticide_11767N",
"CropfieldItemCode": "", // could contain for example this: "abae97f89f3c4ac08953b1b8bea9f076" if this is an exisiting CropfieldItemCode in your account. "CropfieldItemCode": "", // could contain for example this: "abae97f89f3c4ac08953b1b8bea9f076" if this is an exisiting CropfieldItemCode in your account.
"dataCropfield": { "dataCropfield": {
"soilCode": "1", //From codelist CL405. Can be no longer be omitted
"soilName": "Sand",
"final": true, //always true "final": true, //always true
"cropTypeCode": "1010101", //From codelist CL263 "cropTypeCode": "1010101", //From codelist CL263
"cropTypeName": "Potato", //From codelist CL263 "cropTypeName": "Potato", //From codelist CL263
@ -588,6 +590,8 @@
"fieldName": "doperwt_heleJaar", "fieldName": "doperwt_heleJaar",
"CropfieldItemCode": "", "CropfieldItemCode": "",
"dataCropfield": { "dataCropfield": {
"soilCode": "1", //From codelist CL405. Can be no longer be omitted
"soilName": "Sand",
"final": true, //always true "final": true, //always true
"cropTypeCode": "1030101", //From codelist CL263 "cropTypeCode": "1030101", //From codelist CL263
"cropTypeName": "Garden pea" //From codelist CL263 "cropTypeName": "Garden pea" //From codelist CL263
@ -641,6 +645,8 @@
"fieldName": "doperwt_groeiperiode", "fieldName": "doperwt_groeiperiode",
"CropfieldItemCode": "", "CropfieldItemCode": "",
"dataCropfield": { "dataCropfield": {
"soilCode": "1", //From codelist CL405. Can be no longer be omitted
"soilName": "Sand",
"final": true, //always true "final": true, //always true
"cropTypeCode": "1030101", //From codelist CL263 "cropTypeCode": "1030101", //From codelist CL263
"cropTypeName": "Garden pea" //From codelist CL263 "cropTypeName": "Garden pea" //From codelist CL263
@ -702,8 +708,8 @@
"dataCropfield": { "dataCropfield": {
//"area": 4.22, //Leave empty, KPI app will calculate it from geometry //"area": 4.22, //Leave empty, KPI app will calculate it from geometry
"final": true, //always true "final": true, //always true
"soilCode": "1", //From codelist CL405. Can be omitted if unknown "soilCode": "1", //From codelist CL405. Can be no longer be omitted
"soilName": "Sand", //From codelist CL405 "soilName": "Sand",
"cropTypeCode": "1020101", //From codelist CL263 "cropTypeCode": "1020101", //From codelist CL263
"cropTypeName": "Winter wheat" //From codelist CL263 "cropTypeName": "Winter wheat" //From codelist CL263
}, },
@ -764,8 +770,8 @@
"dataCropfield": { "dataCropfield": {
//"area": 4.22, //Leave empty, KPI app will calculate it from geometry //"area": 4.22, //Leave empty, KPI app will calculate it from geometry
"final": true, //always true "final": true, //always true
"soilCode": "1", //From codelist CL405. Can be omitted if unknown "soilCode": "1", //From codelist CL405. Can be no longer be omitted
"soilName": "Sand", //From codelist CL405 "soilName": "Sand",
"cropTypeCode": "1020101", //From codelist CL263 "cropTypeCode": "1020101", //From codelist CL263
"cropTypeName": "Winter wheat" //From codelist CL263 "cropTypeName": "Winter wheat" //From codelist CL263
}, },
@ -830,8 +836,8 @@
"dataCropfield": { "dataCropfield": {
//"area": 4.22, //Leave empty, KPI app will calculate it from geometry //"area": 4.22, //Leave empty, KPI app will calculate it from geometry
"final": true, //always true "final": true, //always true
"soilCode": "1", //From codelist CL405. Can be omitted if unknown "soilCode": "1", //From codelist CL405. Can be no longer be omitted
"soilName": "Sand", //From codelist CL405 "soilName": "Sand",
"cropTypeCode": "1020101", //From codelist CL263 "cropTypeCode": "1020101", //From codelist CL263
"cropTypeName": "Winter wheat" //From codelist CL263 "cropTypeName": "Winter wheat" //From codelist CL263
}, },

2
FarmmapsKPI/KPIdefinitions.csv
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@ -21,7 +21,7 @@ D1,pesticides,"kg/ha of active ingredient. Sum over kg a.i. of the different cr
E1,mpb,"milieubelastingspunten. For each pesticide applied show 3 sub-mbp's: aquaticLife, groundWater, soilLife",Retrieved from CTBG,"0 applications with exceedances of either the target MBP or risks. MBP's consist of three categories (groundwater, soil life, and aquatic life). An value of <100 in either or these categories counts as exceedance. Each application of pesticides cannot have more then one exceedance for MBP. Risks consist of two categories (natural enemies and pollinators), a value of B or C in either category counts as exceedance. Each application of pesticides cannot have more then one exceedance for risks. Values and methodology come from Environmental Yardstick for Pesticides (https://www.milieumeetlat.nl/). The same calculation method is also used in biodiversiteitsmonitoring akkerbouw (https://www.bo-akkerbouw.nl/kennis-en-innovatie/pps-biodiversiteitsmonitor-akkerbouw).","0 applications with exceedances of either the target MBP or risks. MBP's consist of three categories (groundwater, soil life, and aquatic life). An value of <10 in either or these categories counts as exceedance. Each application of pesticides cannot have more then one exceedance for MBP. Risks consist of two categories (natural enemies and pollinators), a value of B or C in either category counts as exceedance. Each application of pesticides cannot have more then one exceedance for risks. Values and methodology come from Environmental Yardstick for Pesticides (https://www.milieumeetlat.nl/). The same calculation method is also used in biodiversiteitsmonitoring akkerbouw (https://www.bo-akkerbouw.nl/kennis-en-innovatie/pps-biodiversiteitsmonitor-akkerbouw)." E1,mpb,"milieubelastingspunten. For each pesticide applied show 3 sub-mbp's: aquaticLife, groundWater, soilLife",Retrieved from CTBG,"0 applications with exceedances of either the target MBP or risks. MBP's consist of three categories (groundwater, soil life, and aquatic life). An value of <100 in either or these categories counts as exceedance. Each application of pesticides cannot have more then one exceedance for MBP. Risks consist of two categories (natural enemies and pollinators), a value of B or C in either category counts as exceedance. Each application of pesticides cannot have more then one exceedance for risks. Values and methodology come from Environmental Yardstick for Pesticides (https://www.milieumeetlat.nl/). The same calculation method is also used in biodiversiteitsmonitoring akkerbouw (https://www.bo-akkerbouw.nl/kennis-en-innovatie/pps-biodiversiteitsmonitor-akkerbouw).","0 applications with exceedances of either the target MBP or risks. MBP's consist of three categories (groundwater, soil life, and aquatic life). An value of <10 in either or these categories counts as exceedance. Each application of pesticides cannot have more then one exceedance for MBP. Risks consist of two categories (natural enemies and pollinators), a value of B or C in either category counts as exceedance. Each application of pesticides cannot have more then one exceedance for risks. Values and methodology come from Environmental Yardstick for Pesticides (https://www.milieumeetlat.nl/). The same calculation method is also used in biodiversiteitsmonitoring akkerbouw (https://www.bo-akkerbouw.nl/kennis-en-innovatie/pps-biodiversiteitsmonitor-akkerbouw)."
F1,greenness,time of year that the field was covered. ,Based on NDVI data from AgroDataCube.,Target value is 75%.,Threshold value is 25%. F1,greenness,time of year that the field was covered. ,Based on NDVI data from AgroDataCube.,Target value is 75%.,Threshold value is 25%.
F2,rotationindex,index of diversity of crops over time. ,Calculated in AgroDataCube,Target value is 75%.,Threshold value is 25%. F2,rotationindex,index of diversity of crops over time. ,Calculated in AgroDataCube,Target value is 75%.,Threshold value is 25%.
G1,ammonia emissions,"ammonia emissions from crop residues, green manure, artificial fertilizers and organic fertilizers.",Calculated KPI internal model & parameters and from user input: fertilizer/manure applications.,There is not target value yet for this KPI. It currently has a dummy value of 9999.,There is not target value yet for this KPI. It currently has a dummy value of 9999. G1,ammonia emissions,"ammonia emissions from crop residues, green manure, artificial fertilizers and organic fertilizers.",Calculated KPI internal model & parameters and from user input: fertilizer/manure applications.,There is not target value yet for this KPI. Currently has a dummy value of 9999.,There is not target value yet for this KPI. Currently has a dummy value of 9999.
G1,Manure,ammonia emissions from manure.,Calculated KPI internal model & parameters and from user input: manure applications.,there are no target values for individual compenets of KPI's,there are no threshold values for individual compenets of KPI's G1,Manure,ammonia emissions from manure.,Calculated KPI internal model & parameters and from user input: manure applications.,there are no target values for individual compenets of KPI's,there are no threshold values for individual compenets of KPI's
G1,GreenManure,ammonia emissions from green manure (also called cover crop). ,Calculated KPI internal model & parameters.,there are no target values for individual compenets of KPI's,there are no threshold values for individual compenets of KPI's G1,GreenManure,ammonia emissions from green manure (also called cover crop). ,Calculated KPI internal model & parameters.,there are no target values for individual compenets of KPI's,there are no threshold values for individual compenets of KPI's
G1,CropResidues,ammonia emissions from crop residues. ,Calculated KPI internal model & parameters.,there are no target values for individual compenets of KPI's,there are no threshold values for individual compenets of KPI's G1,CropResidues,ammonia emissions from crop residues. ,Calculated KPI internal model & parameters.,there are no target values for individual compenets of KPI's,there are no threshold values for individual compenets of KPI's

1 KPIid KPIvariable Description Calculated KPItargetvalue KPIthresholdValue
2 A1 yield observed yield User input target value as in benchmark value for same crop in same region. E.g. cropyield target is from Central Bureau of Statistics (CBS) for same crop in region in which the cropfield (geometry) is located. No threshold for this KPI.
3 A1 strawYield straw yield; value 0 or not filled in = straw remains in field; value > 0 means straw was exported User input there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
4 B1 nitrogen Nitrogen surplus = N artifical fertilizer + N manure+ N atmospheric deposition + N fixation by crop + N from seed potatoes - N removal through harvested product. Calculated KPI internal model & parameters and from user input: yield and fertilizer/manure applications. The target value depends on the soil type. To calculate the threshold and target values data from CBS and RIVM are used. The same calculation method is also used in biodiversiteitsmonitoring akkerbouw (https://www.bo-akkerbouw.nl/kennis-en-innovatie/pps-biodiversiteitsmonitor-akkerbouw). The threshold value depends on soil type and groundwater levels. To calculate the threshold and target values data from CBS and RIVM are used. The same calculation method is also used in biodiversiteitsmonitoring akkerbouw (https://www.bo-akkerbouw.nl/kennis-en-innovatie/pps-biodiversiteitsmonitor-akkerbouw).
5 B1 nHarvestedKgHa N removal through harvested product. Calculated KPI internal model & parameters and from user input: yield. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
6 B1 nHarvestedStrawKgHa N removal through harvested product. Calculated KPI internal model & parameters and from user input: yieldStraw. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
7 B1 nFixationNKgHa N fixated by crop (legumes only). Calculated KPI internal model & parameters and from user input: planting date there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
8 B1 nDepositionNKgHa N deposition Based on RIVM maps. Value depens on location there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
9 B1 nFertilizerNKgHa N from artifical fertilizers and manure. KPI internal model & parameters and from user input: fertilizer/manure applications. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
10 B1 sowPlantingNKgHa N from seed potatoes (potatoes only). Calculated KPI internal model & parameters and from user input: amount of planted seed potatoes there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
11 B2 phosphate Phosphate surplus = P fertilizer + P from seed potatoes - P removal through harvested product. Calculated KPI internal model & parameters and from user input: yield and fertilizer applications The phosphate target value is set at 20 kg/ha  No threshold for this KPI.
12 B2 pHarvestedKgHa P2O5 removal through harvested product. Calculated KPI internal model & parameters and from user input: yield there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
13 B2 pHarvestedStrawKgHa P2O5 removal through harvested product. Calculated KPI internal model & parameters and from user input: yieldStraw there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
14 B2 pFertillizerPKgHa P2O5 from artifical fertilizers and manure. Calculated KPI internal model & parameters and from user input: fertilizer/manure applications. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
15 B2 sowPlantingPKgHa P2O5 from seeds potatoes (potatoes only). Calculated KPI internal model & parameters and from user input: amount of planted seed potatoes there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
16 C1 effective organic matter supply Organic matter supply = Organic matter from manure + Crop residues to soil + organic matter from green manure. "Effective" means netto, after correction for carbon respiration by soil microbial activity Calculated KPI internal model & parameters and from user input: yield and manure applications. The target value for this KPI is the amount of EOM that companies with ‘ Goede Landbouwpraktijk’ supply (2500 kg EOM/ha/year). The threshold value is 2000 kg EOM/ha/year. This value comes from van Doorn et al. (2022) which states that on average 2000 kg of EOM/ha degrades on Dutch agricultural land. This is the also the threshold value from biodiversiteitsmonitoring akkerbouw (https://www.bo-akkerbouw.nl/kennis-en-innovatie/pps-biodiversiteitsmonitor-akkerbouw)
17 C1 fertilizerEom Effective organic matter added through fertilizer (animal manure, compost, etc). Calculated KPI internal model & parameters and from user input: manure applications. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
18 C1 greenManureEom Effective organic matter added through green manure (also called cover crop). Calculated KPI internal model & parameters and from user input: cover crop. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
19 C1 cropLeftoversEom Effective organic matter added through crop residues of main product and (when relevant) straw. Calculated KPI internal model & parameters. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
20 D1 pesticides kg/ha of active ingredient. Sum over kg a.i. of the different crop protection agents applied, with concentration (kg a.i. / kg or litre) of crop protection agents Retrieved from CTBG The target value fort his KPI is to reduce pesticide use to 50% of the amount used in the Netherlands during 2020. Data for 2020 is obtained from CBS statline No threshold for this KPI.
21 E1 mpb milieubelastingspunten. For each pesticide applied show 3 sub-mbp's: aquaticLife, groundWater, soilLife Retrieved from CTBG 0 applications with exceedances of either the target MBP or risks. MBP's consist of three categories (groundwater, soil life, and aquatic life). An value of <100 in either or these categories counts as exceedance. Each application of pesticides cannot have more then one exceedance for MBP. Risks consist of two categories (natural enemies and pollinators), a value of B or C in either category counts as exceedance. Each application of pesticides cannot have more then one exceedance for risks. Values and methodology come from Environmental Yardstick for Pesticides (https://www.milieumeetlat.nl/). The same calculation method is also used in biodiversiteitsmonitoring akkerbouw (https://www.bo-akkerbouw.nl/kennis-en-innovatie/pps-biodiversiteitsmonitor-akkerbouw). 0 applications with exceedances of either the target MBP or risks. MBP's consist of three categories (groundwater, soil life, and aquatic life). An value of <10 in either or these categories counts as exceedance. Each application of pesticides cannot have more then one exceedance for MBP. Risks consist of two categories (natural enemies and pollinators), a value of B or C in either category counts as exceedance. Each application of pesticides cannot have more then one exceedance for risks. Values and methodology come from Environmental Yardstick for Pesticides (https://www.milieumeetlat.nl/). The same calculation method is also used in biodiversiteitsmonitoring akkerbouw (https://www.bo-akkerbouw.nl/kennis-en-innovatie/pps-biodiversiteitsmonitor-akkerbouw).
22 F1 greenness time of year that the field was covered. Based on NDVI data from AgroDataCube. Target value is 75%. Threshold value is 25%.
23 F2 rotationindex index of diversity of crops over time. Calculated in AgroDataCube Target value is 75%. Threshold value is 25%.
24 G1 ammonia emissions ammonia emissions from crop residues, green manure, artificial fertilizers and organic fertilizers. Calculated KPI internal model & parameters and from user input: fertilizer/manure applications. There is not target value yet for this KPI. Currently has a dummy value of 9999. There is not target value yet for this KPI. Currently has a dummy value of 9999.
25 G1 Manure ammonia emissions from manure. Calculated KPI internal model & parameters and from user input: manure applications. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
26 G1 GreenManure ammonia emissions from green manure (also called cover crop). Calculated KPI internal model & parameters. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
27 G1 CropResidues ammonia emissions from crop residues. Calculated KPI internal model & parameters. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's
28 G1 ArtificialFertilize ammonia emissions from artificial fertilizers Calculated KPI internal model & parameters and from user input: artificial fertilizer applications. there are no target values for individual compenets of KPI's there are no threshold values for individual compenets of KPI's