diff --git a/assays/with-observation-units/datasets/phenotyping.csv b/assays/with-observation-units/datasets/phenotyping.csv
deleted file mode 100644
index b80caf30a2430ba0f9ff6cdd4237cd43ac25a3ca..0000000000000000000000000000000000000000
--- a/assays/with-observation-units/datasets/phenotyping.csv
+++ /dev/null
@@ -1,5 +0,0 @@
-Assay Name,Date,Trait,Value
-JHI-11-1-1,2024-09-04T11:27:53+0100,FlwCol_E_1to3,yellow
-JHI-11-1-1,2024-09-04T11:27:53+0100,PlntAlv_M_pcs,42
-JHI-13-1-2,2024-09-04T11:27:58+0100,FlwCol_E_1to3,purple
-JHI-13-1-2,2024-09-04T11:27:58+0100,PlntAlv_M_pcs,123
diff --git a/assays/with-observation-units/isa.assay.xlsx b/assays/with-observation-units/isa.assay.xlsx
index 8440efa6f947a081e89a8d55c2a8771e70caff6c..f4679849a0c306023d4353c5470ed8137827a8a2 100644
Binary files a/assays/with-observation-units/isa.assay.xlsx and b/assays/with-observation-units/isa.assay.xlsx differ
diff --git a/assays/without-observation-units/datasets/phenotyping.csv b/assays/without-observation-units/datasets/phenotyping.csv
deleted file mode 100644
index 1f9b133c661b8edf1bff56e645f9f52b75cefacf..0000000000000000000000000000000000000000
--- a/assays/without-observation-units/datasets/phenotyping.csv
+++ /dev/null
@@ -1,361 +0,0 @@
-Assay Name,Date,Trait,Value
-JHI-11-1-1,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-11-1-1,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-11-1-1,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-11-1-1,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-11-1-1,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-11-1-1,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-11-1-1,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-11-1-1,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-11-1-1,2022-06-20T01:00:00+0100,FlwCol_E_1to3,white
-JHI-13-2-1,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-13-2-1,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-13-2-1,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-13-2-1,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-13-2-1,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-13-2-1,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-13-2-1,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-13-2-1,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-13-2-1,2022-06-10T01:00:00+0100,FlwCol_E_1to3,white
-JHI-151-3-1,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-151-3-1,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-151-3-1,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-151-3-1,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-151-3-1,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-151-3-1,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-151-3-1,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-151-3-1,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-151-3-1,2022-06-13T01:00:00+0100,FlwCol_E_1to3,white
-JHI-8-4-1,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-8-4-1,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-8-4-1,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-8-4-1,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-8-4-1,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-8-4-1,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-8-4-1,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-8-4-1,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-8-4-1,2022-06-04T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-206-5-1,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-206-5-1,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-206-5-1,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-206-5-1,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-206-5-1,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-206-5-1,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-206-5-1,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-206-5-1,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,21
-JHI-206-5-1,2022-06-25T01:00:00+0100,FlwCol_E_1to3,white
-JHI-150-6-1,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-150-6-1,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-150-6-1,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-150-6-1,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-150-6-1,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-150-6-1,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-150-6-1,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-150-6-1,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-150-6-1,2022-06-06T01:00:00+0100,FlwCol_E_1to3,white
-JHI-208-7-1,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-208-7-1,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-208-7-1,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-208-7-1,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-208-7-1,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-208-7-1,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-208-7-1,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-208-7-1,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,21
-JHI-208-7-1,2022-06-18T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-262-8-1,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-262-8-1,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-262-8-1,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-262-8-1,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-262-8-1,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-262-8-1,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-262-8-1,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-262-8-1,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-262-8-1,2022-06-16T01:00:00+0100,FlwCol_E_1to3,purple
-JHI-292-1-2,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-292-1-2,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-292-1-2,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-292-1-2,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-292-1-2,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-292-1-2,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-292-1-2,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-292-1-2,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-292-1-2,2022-06-22T01:00:00+0100,FlwCol_E_1to3,white
-JHI-170-2-2,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-170-2-2,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-170-2-2,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-170-2-2,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-170-2-2,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-170-2-2,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-170-2-2,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-170-2-2,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-170-2-2,2022-06-10T01:00:00+0100,FlwCol_E_1to3,purple
-JHI-186-3-2,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-186-3-2,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-186-3-2,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-186-3-2,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-186-3-2,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-186-3-2,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-186-3-2,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-186-3-2,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-186-3-2,2022-06-26T01:00:00+0100,FlwCol_E_1to3,purple
-JHI-230-4-2,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-230-4-2,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-230-4-2,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-230-4-2,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-230-4-2,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-230-4-2,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-230-4-2,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-230-4-2,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-230-4-2,2022-06-29T01:00:00+0100,FlwCol_E_1to3,white
-JHI-46-5-2,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-46-5-2,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-46-5-2,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-46-5-2,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-46-5-2,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-46-5-2,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-46-5-2,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-46-5-2,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-46-5-2,2022-06-04T01:00:00+0100,FlwCol_E_1to3,white
-JHI-192-6-2,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-192-6-2,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-192-6-2,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-192-6-2,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-192-6-2,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-192-6-2,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-192-6-2,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-192-6-2,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,21
-JHI-192-6-2,2022-06-03T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-270-7-2,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-270-7-2,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-270-7-2,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-270-7-2,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-270-7-2,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-270-7-2,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-270-7-2,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-270-7-2,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-270-7-2,2022-06-04T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-132-8-2,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-132-8-2,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-132-8-2,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-132-8-2,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-132-8-2,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-132-8-2,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-132-8-2,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-132-8-2,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-132-8-2,2022-06-19T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-167-1-3,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-167-1-3,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-167-1-3,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-167-1-3,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-167-1-3,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-167-1-3,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-167-1-3,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-167-1-3,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-167-1-3,2022-06-21T01:00:00+0100,FlwCol_E_1to3,purple
-JHI-158-2-3,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-158-2-3,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-158-2-3,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-158-2-3,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-158-2-3,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-158-2-3,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-158-2-3,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-158-2-3,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-158-2-3,2022-06-26T01:00:00+0100,FlwCol_E_1to3,purple
-JHI-163-3-3,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-163-3-3,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-163-3-3,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-163-3-3,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-163-3-3,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-163-3-3,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-163-3-3,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-163-3-3,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-163-3-3,2022-06-09T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-88-4-3,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-88-4-3,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-88-4-3,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-88-4-3,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-88-4-3,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-88-4-3,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-88-4-3,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-88-4-3,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-88-4-3,2022-06-30T01:00:00+0100,FlwCol_E_1to3,white
-JHI-187-5-3,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-187-5-3,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-187-5-3,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-187-5-3,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-187-5-3,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-187-5-3,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-187-5-3,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-187-5-3,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-187-5-3,2022-06-08T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-26-6-3,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-26-6-3,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-26-6-3,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-26-6-3,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-26-6-3,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-26-6-3,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-26-6-3,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-26-6-3,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,21
-JHI-26-6-3,2022-06-04T01:00:00+0100,FlwCol_E_1to3,white
-JHI-178-7-3,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-178-7-3,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-178-7-3,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-178-7-3,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-178-7-3,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-178-7-3,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-178-7-3,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-178-7-3,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-178-7-3,2022-06-11T01:00:00+0100,FlwCol_E_1to3,purple
-JHI-121-8-3,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-121-8-3,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-121-8-3,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-121-8-3,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-121-8-3,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-121-8-3,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-121-8-3,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-121-8-3,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-121-8-3,2022-06-14T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-68-1-4,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-68-1-4,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-68-1-4,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-68-1-4,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-68-1-4,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-68-1-4,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-68-1-4,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-68-1-4,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-68-1-4,2022-06-30T01:00:00+0100,FlwCol_E_1to3,white
-JHI-275-2-4,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-275-2-4,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-275-2-4,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-275-2-4,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-275-2-4,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-275-2-4,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-275-2-4,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-275-2-4,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,21
-JHI-275-2-4,2022-06-12T01:00:00+0100,FlwCol_E_1to3,purple
-JHI-260-3-4,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-260-3-4,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-260-3-4,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-260-3-4,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-260-3-4,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-260-3-4,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-260-3-4,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-260-3-4,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-260-3-4,2022-06-15T01:00:00+0100,FlwCol_E_1to3,white
-JHI-25-4-4,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-25-4-4,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-25-4-4,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-25-4-4,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-25-4-4,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-25-4-4,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-25-4-4,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-25-4-4,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-25-4-4,2022-06-17T01:00:00+0100,FlwCol_E_1to3,white
-JHI-116-5-4,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-116-5-4,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-116-5-4,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-116-5-4,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-116-5-4,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-116-5-4,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-116-5-4,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-116-5-4,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-116-5-4,2022-06-21T01:00:00+0100,FlwCol_E_1to3,white
-JHI-19-6-4,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-19-6-4,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-19-6-4,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-19-6-4,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-19-6-4,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-19-6-4,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-19-6-4,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-19-6-4,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-19-6-4,2022-06-20T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-276-7-4,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-276-7-4,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-276-7-4,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-276-7-4,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-276-7-4,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-276-7-4,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,21
-JHI-276-7-4,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,19
-JHI-276-7-4,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,17
-JHI-276-7-4,2022-06-06T01:00:00+0100,FlwCol_E_1to3,white
-JHI-10-8-4,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-10-8-4,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-10-8-4,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-10-8-4,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-10-8-4,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-10-8-4,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-10-8-4,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-10-8-4,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-10-8-4,2022-06-13T01:00:00+0100,FlwCol_E_1to3,white
-JHI-202-1-5,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-202-1-5,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-202-1-5,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-202-1-5,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-202-1-5,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-202-1-5,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-202-1-5,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-202-1-5,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-202-1-5,2022-06-14T01:00:00+0100,FlwCol_E_1to3,purple
-JHI-85-2-5,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-85-2-5,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-85-2-5,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-85-2-5,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-85-2-5,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-85-2-5,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-85-2-5,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-85-2-5,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-85-2-5,2022-06-16T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-193-3-5,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-193-3-5,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-193-3-5,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-193-3-5,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-193-3-5,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-193-3-5,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-193-3-5,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-193-3-5,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,20
-JHI-193-3-5,2022-06-18T01:00:00+0100,FlwCol_E_1to3,white
-JHI-9-4-5,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-9-4-5,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-9-4-5,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-9-4-5,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-9-4-5,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-9-4-5,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-9-4-5,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-9-4-5,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-9-4-5,2022-06-25T01:00:00+0100,FlwCol_E_1to3,white
-JHI-128-5-5,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-128-5-5,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-128-5-5,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-128-5-5,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-128-5-5,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-128-5-5,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-128-5-5,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-128-5-5,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-128-5-5,2022-06-15T01:00:00+0100,FlwCol_E_1to3,purple
-JHI-124-6-5,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-124-6-5,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-124-6-5,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-124-6-5,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-124-6-5,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,25
-JHI-124-6-5,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-124-6-5,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-124-6-5,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,22
-JHI-124-6-5,2022-06-20T01:00:00+0100,FlwCol_E_1to3,white
-JHI-199-7-5,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-199-7-5,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-199-7-5,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-199-7-5,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,27
-JHI-199-7-5,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-199-7-5,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-199-7-5,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-199-7-5,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,23
-JHI-199-7-5,2022-06-21T01:00:00+0100,FlwCol_E_1to3,yellow
-JHI-5-8-5,2022-05-13T01:00:00+0100,PlntAlv_M_pcs,30
-JHI-5-8-5,2022-05-20T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-5-8-5,2022-05-27T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-5-8-5,2022-06-10T01:00:00+0100,PlntAlv_M_pcs,29
-JHI-5-8-5,2022-06-17T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-5-8-5,2022-06-24T01:00:00+0100,PlntAlv_M_pcs,28
-JHI-5-8-5,2022-07-01T01:00:00+0100,PlntAlv_M_pcs,26
-JHI-5-8-5,2022-07-14T01:00:00+0100,PlntAlv_M_pcs,24
-JHI-5-8-5,2022-06-12T01:00:00+0100,FlwCol_E_1to3,purple
diff --git a/assays/without-observation-units/isa.assay.xlsx b/assays/without-observation-units/isa.assay.xlsx
index a8f5d56ba2fe1a32e9748b78c25cccdc629e3563..c61e99d0636346112d8a6d652256afd23c27afab 100644
Binary files a/assays/without-observation-units/isa.assay.xlsx and b/assays/without-observation-units/isa.assay.xlsx differ
diff --git a/studies/without-observation-units/isa.study.xlsx b/studies/without-observation-units/isa.study.xlsx
index e4f95891130272d798075bfd899fdbd9a24b168c..9157369ee8c34d2a6257903bb89f2104a03a927d 100644
Binary files a/studies/without-observation-units/isa.study.xlsx and b/studies/without-observation-units/isa.study.xlsx differ