diff --git a/assays/with-observation-units/datasets/phenotyping.csv b/assays/with-observation-units/datasets/phenotyping.csv
deleted file mode 100644
index 62545efbbd5a2f06ab34bb17df5924b54fdd5fc1..0000000000000000000000000000000000000000
--- a/assays/with-observation-units/datasets/phenotyping.csv
+++ /dev/null
@@ -1,81 +0,0 @@
-Assay Name,Date,Trait,Value
-JHI-11-1-1,2024-09-04T09:04:06+0100,FlwCol_E_1to3,yellow
-JHI-11-1-1,2024-09-04T09:04:06+0100,PlntAlv_M_pcs,52
-JHI-13-1-2,2024-09-04T09:04:11+0100,FlwCol_E_1to3,purple
-JHI-13-1-2,2024-09-04T09:04:11+0100,PlntAlv_M_pcs,51
-JHI-151-1-3,2024-09-04T09:04:51+0100,FlwCol_E_1to3,purple
-JHI-151-1-3,2024-09-04T09:04:51+0100,PlntAlv_M_pcs,15
-JHI-8-1-4,2024-09-04T09:04:54+0100,FlwCol_E_1to3,purple
-JHI-8-1-4,2024-09-04T09:04:54+0100,PlntAlv_M_pcs,35
-JHI-206-1-5,2024-09-04T09:05:20+0100,FlwCol_E_1to3,white
-JHI-206-1-5,2024-09-04T09:05:20+0100,PlntAlv_M_pcs,63
-JHI-150-1-6,2024-09-04T09:05:23+0100,FlwCol_E_1to3,white
-JHI-150-1-6,2024-09-04T09:05:23+0100,PlntAlv_M_pcs,17
-JHI-208-1-7,2024-09-04T09:05:52+0100,FlwCol_E_1to3,white
-JHI-208-1-7,2024-09-04T09:05:52+0100,PlntAlv_M_pcs,27
-JHI-262-1-8,2024-09-04T09:05:54+0100,FlwCol_E_1to3,purple
-JHI-262-1-8,2024-09-04T09:05:54+0100,PlntAlv_M_pcs,27
-JHI-292-2-1,2024-09-04T09:06:16+0100,FlwCol_E_1to3,yellow
-JHI-292-2-1,2024-09-04T09:06:16+0100,PlntAlv_M_pcs,45
-JHI-170-2-2,2024-09-04T09:04:16+0100,FlwCol_E_1to3,white
-JHI-170-2-2,2024-09-04T09:04:16+0100,PlntAlv_M_pcs,56
-JHI-186-2-3,2024-09-04T09:04:45+0100,FlwCol_E_1to3,purple
-JHI-186-2-3,2024-09-04T09:04:45+0100,PlntAlv_M_pcs,47
-JHI-230-2-4,2024-09-04T09:04:57+0100,FlwCol_E_1to3,purple
-JHI-230-2-4,2024-09-04T09:04:57+0100,PlntAlv_M_pcs,15
-JHI-46-2-5,2024-09-04T09:05:16+0100,FlwCol_E_1to3,white
-JHI-46-2-5,2024-09-04T09:05:16+0100,PlntAlv_M_pcs,52
-JHI-192-2-6,2024-09-04T09:05:26+0100,FlwCol_E_1to3,yellow
-JHI-192-2-6,2024-09-04T09:05:26+0100,PlntAlv_M_pcs,83
-JHI-270-2-7,2024-09-04T09:05:48+0100,FlwCol_E_1to3,white
-JHI-270-2-7,2024-09-04T09:05:48+0100,PlntAlv_M_pcs,62
-JHI-132-2-8,2024-09-04T09:05:56+0100,FlwCol_E_1to3,white
-JHI-132-2-8,2024-09-04T09:05:56+0100,PlntAlv_M_pcs,27
-JHI-167-3-1,2024-09-04T09:06:25+0100,FlwCol_E_1to3,yellow
-JHI-167-3-1,2024-09-04T09:06:20+0100,PlntAlv_M_pcs,15
-JHI-158-3-2,2024-09-04T09:04:19+0100,FlwCol_E_1to3,yellow
-JHI-158-3-2,2024-09-04T09:04:19+0100,PlntAlv_M_pcs,62
-JHI-163-3-3,2024-09-04T09:04:41+0100,FlwCol_E_1to3,white
-JHI-163-3-3,2024-09-04T09:04:41+0100,PlntAlv_M_pcs,27
-JHI-88-3-4,2024-09-04T09:04:59+0100,FlwCol_E_1to3,white
-JHI-88-3-4,2024-09-04T09:04:59+0100,PlntAlv_M_pcs,45
-JHI-187-3-5,2024-09-04T09:05:14+0100,FlwCol_E_1to3,purple
-JHI-187-3-5,2024-09-04T09:05:14+0100,PlntAlv_M_pcs,62
-JHI-26-3-6,2024-09-04T09:05:29+0100,FlwCol_E_1to3,yellow
-JHI-26-3-6,2024-09-04T09:05:29+0100,PlntAlv_M_pcs,14
-JHI-178-3-7,2024-09-04T09:05:45+0100,FlwCol_E_1to3,purple
-JHI-178-3-7,2024-09-04T09:05:45+0100,PlntAlv_M_pcs,13
-JHI-121-3-8,2024-09-04T09:05:59+0100,FlwCol_E_1to3,purple
-JHI-121-3-8,2024-09-04T09:05:59+0100,PlntAlv_M_pcs,41
-JHI-68-4-1,2024-09-04T09:06:28+0100,FlwCol_E_1to3,purple
-JHI-68-4-1,2024-09-04T09:06:28+0100,PlntAlv_M_pcs,15
-JHI-275-4-2,2024-09-04T09:04:23+0100,FlwCol_E_1to3,purple
-JHI-275-4-2,2024-09-04T09:04:23+0100,PlntAlv_M_pcs,14
-JHI-260-4-3,2024-09-04T09:04:38+0100,FlwCol_E_1to3,yellow
-JHI-260-4-3,2024-09-04T09:04:38+0100,PlntAlv_M_pcs,26
-JHI-25-4-4,2024-09-04T09:05:02+0100,FlwCol_E_1to3,purple
-JHI-25-4-4,2024-09-04T09:05:02+0100,PlntAlv_M_pcs,15
-JHI-116-4-5,2024-09-04T09:05:12+0100,FlwCol_E_1to3,purple
-JHI-116-4-5,2024-09-04T09:05:12+0100,PlntAlv_M_pcs,26
-JHI-19-4-6,2024-09-04T09:05:31+0100,FlwCol_E_1to3,purple
-JHI-19-4-6,2024-09-04T09:05:31+0100,PlntAlv_M_pcs,36
-JHI-276-4-7,2024-09-04T09:05:42+0100,FlwCol_E_1to3,purple
-JHI-276-4-7,2024-09-04T09:05:42+0100,PlntAlv_M_pcs,36
-JHI-10-4-8,2024-09-04T09:06:02+0100,FlwCol_E_1to3,purple
-JHI-10-4-8,2024-09-04T09:06:02+0100,PlntAlv_M_pcs,15
-JHI-202-5-1,2024-09-04T09:06:31+0100,FlwCol_E_1to3,white
-JHI-202-5-1,2024-09-04T09:06:31+0100,PlntAlv_M_pcs,15
-JHI-85-5-2,2024-09-04T09:04:29+0100,FlwCol_E_1to3,purple
-JHI-85-5-2,2024-09-04T09:04:29+0100,PlntAlv_M_pcs,38
-JHI-193-5-3,2024-09-04T09:04:34+0100,FlwCol_E_1to3,purple
-JHI-193-5-3,2024-09-04T09:04:34+0100,PlntAlv_M_pcs,36
-JHI-9-5-4,2024-09-04T09:05:04+0100,FlwCol_E_1to3,purple
-JHI-9-5-4,2024-09-04T09:05:04+0100,PlntAlv_M_pcs,63
-JHI-128-5-5,2024-09-04T09:05:10+0100,FlwCol_E_1to3,white
-JHI-128-5-5,2024-09-04T09:05:10+0100,PlntAlv_M_pcs,63
-JHI-124-5-6,2024-09-04T09:05:35+0100,FlwCol_E_1to3,white
-JHI-124-5-6,2024-09-04T09:05:35+0100,PlntAlv_M_pcs,36
-JHI-199-5-7,2024-09-04T09:05:39+0100,FlwCol_E_1to3,white
-JHI-199-5-7,2024-09-04T09:05:39+0100,PlntAlv_M_pcs,26
-JHI-5-5-8,2024-09-04T09:06:04+0100,FlwCol_E_1to3,purple
-JHI-5-5-8,2024-09-04T09:06:04+0100,PlntAlv_M_pcs,61
diff --git a/assays/with-observation-units/isa.assay.xlsx b/assays/with-observation-units/isa.assay.xlsx
index 37f21224fa05ca7071ad229d12d26a76a29ed5c7..e904a7896abceae8f9b8a4eadb2bdf6c56b282ed 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 dbfeef551ed2b1fb79578127c693ddec3952f8c3..b408ca07ea4772912635f5577e4091ce1a591396 100644
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diff --git a/studies/without-observation-units/isa.study.xlsx b/studies/without-observation-units/isa.study.xlsx
index 82f19a3cf94f395b1c2cb746b25c52ccf31e6b63..d95fafa4abb9e0f458a66bda67bd6af833979db6 100644
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