Citation:

PANGAEA.964588

Name: Total Petroleum Hydrocarbons, Heavy Metals and Nutrients in a monthly time series collected at different ecosystems of the Niger Delta, Africa
Published: 2024-01-05
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Climate change; heavy metals; Niger Delta; total petroleum hydrocarbons

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Abstract:

This dataset was created to provide an overview on the seasonal dynamics of contaminants in the Niger Delta Africa and their relationship to parameters that are likely be affected by future climatic changes. Therfore surface water samples were collected monthly from the three major ecosystem types of the Niger Delta, the Bonny estuary, the Imo river and the Lagos lagoon in the year 2021 (January to December). We sampled 3-4 stations at each of the sites, representing upper, middle, lower reaches16 (> 5 km apart). We determined analytically the concentrations of total petroleum hydrocarbons (TPHs) and heavy metals (HMs: Mn, Al, Co, B, Zn, Cr, Cu, Ni, Pb, Cd, Hg) , measured in µg/L. Other abiotic parameters such as temperature (°C), salinity (ppt), conductivity (mS/cm), DO (mg/L), TDS (mg/L), pH, were measured in-situ using a Horiba U–52 Multi-parameter meter, while, nutrients PO43- (mg/L), NO3- (mg/L), NH4+ (mg/L), and SO42- (mg/L), turbidity (NTU)) were determined using established standard methods.

Keyword(s):

Climate change; heavy metals; Niger Delta; total petroleum hydrocarbons

Related to:

Anyanwu, Ihuoma; Beggel, Sebastian; Sikoki, Francis; Okuku, Eric; Unyimadu, John-Paul; Geist, Jürgen (2023): Pollution of the Niger Delta with total petroleum hydrocarbons, heavy metals and nutrients in relation to seasonal dynamics. Scientific Reports, 13(1), 14079, https://doi.org/10.1038/s41598-023-40995-9

Funding:

German Academic Exchange Service (DAAD), grant/award no. 91769443

Coverage:

Median Latitude: 5.637914 * Median Longitude: 5.989158 * South-bound Latitude: 4.761111 * West-bound Longitude: 3.434444 * North-bound Latitude: 6.734944 * East-bound Longitude: 7.159778

Date/Time Start: 2021-01-01T00:00:00 * Date/Time End: 2021-12-31T00:00:00

Minimum Elevation: 6.0 m * Maximum Elevation: 457.0 m

Event(s):

APAPA * Latitude: 6.007338 * Longitude: 7.006440 * Method/Device: Water sample (WS) * Comment: State: Lagos; Ecosystem type: Lagoon

BNN1 * Latitude: 4.761111 * Longitude: 7.001944 * Elevation: 456.0 m * Method/Device: Water sample (WS) * Comment: State: Rivers; Ecosystem type: Estuary

BNN2 * Latitude: 6.734944 * Longitude: 7.011861 * Elevation: 6.0 m * Method/Device: Water sample (WS) * Comment: State: Rivers; Ecosystem type: Estuary

Parameter(s):

#	Name	Short Name	Unit	Principal Investigator	Method/Device	Comment
1	Event label	Event		Beggel, Sebastian
2	Site	Site		Beggel, Sebastian
3	Latitude of event	Latitude		Beggel, Sebastian
4	Longitude of event	Longitude		Beggel, Sebastian
5	DATE/TIME	Date/Time		Beggel, Sebastian		Geocode
6	Total petroleum hydrocarbons	TPH	mg/l	Beggel, Sebastian	UV-visible spectrophotometer
7	Manganese	Mn	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
8	Zinc	Zn	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
9	Aluminium	Al	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
10	Boron	B	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
11	Cadmium	Cd	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
12	Barium	Ba	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
13	Chromium	Cr	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
14	Cobalt	Co	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
15	Copper	Cu	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
16	Iron	Fe	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
17	Lead	Pb	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
18	Mercury	Hg	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
19	Molybdenum	Mo	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
20	Nickel	Ni	µg/l	Beggel, Sebastian	Atomic absorption spectrometry (AAS)
21	Temperature, water	Temp	°C	Beggel, Sebastian	Multi Water Quality Checker, HORIBA, U-52
22	Oxygen, dissolved	DO	mg/l	Beggel, Sebastian	Multi Water Quality Checker, HORIBA, U-52
23	Conductivity	Cond	mS/cm	Beggel, Sebastian	Multi Water Quality Checker, HORIBA, U-52
24	Total dissolved solids	TDS	mg/l	Beggel, Sebastian	Multi Water Quality Checker, HORIBA, U-52
25	pH	pH		Beggel, Sebastian	Multi Water Quality Checker, HORIBA, U-52
26	Turbidity (Nephelometric turbidity unit)	Turbidity	NTU	Beggel, Sebastian	Multi Water Quality Checker, HORIBA, U-52
27	Salinity, absolute	ASAL	g/kg	Beggel, Sebastian	Multi Water Quality Checker, HORIBA, U-52	ppt
28	Phosphate	[PO4]3-	mg/l	Beggel, Sebastian	Standard Methods for the Examination of Water and Waste Water (APHA, 2012)
29	Nitrate	[NO3]-	mg/l	Beggel, Sebastian	Standard Methods for the Examination of Water and Waste Water (APHA, 2012)
30	Ammonium	[NH4]+	mg/l	Beggel, Sebastian	Standard Methods for the Examination of Water and Waste Water (APHA, 2012)
31	Sulfate	[SO4]2-	mg/l	Beggel, Sebastian	Standard Methods for the Examination of Water and Waste Water (APHA, 2012)

License:

Creative Commons Attribution 4.0 International (CC-BY-4.0)

Status:

Curation Level: Enhanced curation (CurationLevelC)

Size:

3240 data points

Data

Download dataset as tab-delimited text — use the following character encoding:

1 Event	2 Site	3 Latitude	4 Longitude	5 Date/Time	6 TPH [mg/l]	7 Mn [µg/l]	8 Zn [µg/l]	9 Al [µg/l]	10 B [µg/l]	11 Cd [µg/l]	12 Ba [µg/l]	13 Cr [µg/l]	14 Co [µg/l]	15 Cu [µg/l]	16 Fe [µg/l]	17 Pb [µg/l]	18 Hg [µg/l]	19 Mo [µg/l]	20 Ni [µg/l]	21 Temp [°C]	22 DO [mg/l]	23 Cond [mS/cm]	24 TDS [mg/l]	25 pH	26 Turbidity [NTU]	27 ASAL [g/kg]	28 [PO4]3- [mg/l]	29 [NO3]- [mg/l]	30 [NH4]+ [mg/l]	31 [SO4]2- [mg/l]
APAPA	APAPA-Apr	6.0073	7.0064	2021-04	100.23	11	0	0	0	3	5	0	0	79	1	0	0	4	7	29.91	4.53	47.40	28.90	6.52	0.001	30.90	0.086	1.480	1.800	0.014
APAPA	APAPA-Aug	6.0073	7.0064	2021-08	404.16	388	33	11	296	57	897	27	35	309	639	0	0	2243	82	27.40	5.15	60.50	48.10	7.94	5.050	18.37	1.014	2.800	3.790	3.696
APAPA	APAPA-Dec	6.0073	7.0064	2021-12	333.68	1024	14	118	75	7	2655	63	7	3	0	0	1	0	513	29.54	5.79	41.40	23.50	7.95	23.850	26.30	6.770	2.480	4.290	12.930
APAPA	APAPA-Feb	6.0073	7.0064	2021-02	354.15	0	0	4	10	0	15	2	0	13	5	3	8	11	0	29.26	5.59	44.30	28.00	8.05	0.000	28.60	0.516	14.460	28.500	1.270
APAPA	APAPA-Jan	6.0073	7.0064	2021-01	347.64	430	6	12	7	0	5	6	1	8	63	0	3	463	18	29.90	5.61	49.20	30.00	11.06	2.850	32.10	0.006	10.440	39.160	0.419
APAPA	APAPA-Jul	6.0073	7.0064	2021-07	336.61	343	11	1	330	52	1077	16	43	127	264	0	1	1878	65	27.80	5.31	55.57	37.56	8.86	8.830	24.08	0.780	1.440	1.580	3.487
APAPA	APAPA-Jun	6.0073	7.0064	2021-06	355.41	762	13	44	84	30	1	8	14	730	168	1	1	1081	11	28.84	6.53	41.40	25.00	7.86	0.022	26.30	0.740	0.680	0.790	0.025
APAPA	APAPA-Mar	6.0073	7.0064	2021-03	448.43	5	6	248	1	2	1	2	2	14	0	18	13	511	56	29.30	4.71	51.50	81.00	8.42	0.003	33.80	0.002	4.200	15.400	0.502
APAPA	APAPA-May	6.0073	7.0064	2021-05	483.64	1	13	21	1	18	1	9	36	67	1	1	12	3	29	29.80	4.61	45.57	27.56	7.86	0.746	28.08	0.830	1.500	1.650	0.004
APAPA	APAPA-Nov	6.0073	7.0064	2021-11	203.34	860	44	0	133	34	1658	2	75	992	415	0	1	0	160	29.84	6.53	41.40	25.00	7.86	9.732	26.30	1.115	0.300	1.010	3.970
APAPA	APAPA-Oct	6.0073	7.0064	2021-10	154.77	828	1	93	550	6	338	42	1	47	724	1	1	0	658	30.64	5.93	51.50	28.00	8.46	30.714	24.30	4.840	3.730	1.220	10.230
APAPA	APAPA-Sep	6.0073	7.0064	2021-09	219.97	714	67	3	431	45	4709	42	53	390	374	0	49	0	510	26.98	5.00	65.43	59.00	7.29	20.284	12.65	4.840	1.960	3.500	9.459
BNN1	BNN1-Apr	4.7611	7.0019	2021-04	171.87	9	2	0	0	9	17	2	0	151	1	20	0	447	2	30.20	7.80	31.99	31.55	7.65	0.710	37.40	0.424	2.300	4.800	0.259
BNN1	BNN1-Aug	4.7611	7.0019	2021-08	409.20	64	66	3	118	17	1626	50	46	260	112	0	3	2445	93	28.40	2.90	30.94	30.36	7.39	5.650	16.90	6.090	1.960	1.780	6.530
BNN1	BNN1-Dec	4.7611	7.0019	2021-12	368.58	117	38	9	214	8	6	6	3	1	0	11	1	0	404	28.30	3.00	25.84	24.80	7.67	10.220	28.20	3.762	3.540	3.050	13.750
BNN1	BNN1-Feb	4.7611	7.0019	2021-02	220.12	0	0	1	43	0	256	10	1	71	2	0	0	1	0	30.70	2.80	33.90	33.67	8.19	5.920	32.80	0.390	2.800	5.140	1.264
BNN1	BNN1-Jan	4.7611	7.0019	2021-01	295.49	819	3	4	30	3	34	2	3	14	89	0	8	1000	3	30.40	2.60	30.40	29.07	7.78	5.730	22.10	0.324	23.800	29.200	3.059
BNN1	BNN1-Jul	4.7611	7.0019	2021-07	390.92	28	58	1	85	15	42	27	73	115	23	0	0	2035	110	28.20	4.90	33.70	30.87	6.76	7.280	8.10	4.650	2.110	2.280	3.321
BNN1	BNN1-Jun	4.7611	7.0019	2021-06	336.20	749	11	9	0	83	2	2	88	564	173	1	0	1643	256	28.70	8.50	28.60	27.60	7.62	0.995	32.00	1.585	0.700	0.840	2.180
BNN1	BNN1-Mar	4.7611	7.0019	2021-03	298.91	3	9	22	24	4	226	1	1	7	0	19	4	1213	4	30.40	6.50	35.07	35.22	8.32	3.449	43.00	0.172	8.400	12.600	0.176
BNN1	BNN1-May	4.7611	7.0019	2021-05	362.72	1	100	26	57	53	660	30	21	0	130	0	13	574	51	29.70	3.50	33.05	32.77	7.91	5.260	15.40	0.547	0.840	1.940	1.594
BNN1	BNN1-Nov	4.7611	7.0019	2021-11	212.18	236	8	0	79	0	295	3	18	2	128	0	0	0	24	28.70	1.80	23.73	22.39	6.89	3.696	21.00	0.374	0.080	0.320	0.979
BNN1	BNN1-Oct	4.7611	7.0019	2021-10	210.32	61	18	0	149	4	1	1	50	0	298	4	2	0	363	27.40	4.70	24.21	23.02	8.39	12.286	16.70	3.630	1.840	1.760	8.510
BNN1	BNN1-Sep	4.7611	7.0019	2021-09	256.63	126	2	1	41	1	424	1	5	32	63	0	0	0	1	28.10	1.90	26.61	25.56	8.56	4.688	18.80	3.495	2.660	2.480	2.513
BNN2	BNN2-Apr	6.7349	7.0119	2021-04	343.98	75	0	7	0	12	13	1	2	3	1	0	0	296	7	30.30	4.50	35.72	35.90	7.54	0.001	19.00	0.057	1.800	2.440	0.007
BNN2	BNN2-Aug	6.7349	7.0119	2021-08	456.60	35	45	0	167	19	2465	9	59	424	96	0	10	3650	286	28.00	2.20	32.37	32.04	7.25	10.320	17.00	4.230	3.780	4.280	7.368
BNN2	BNN2-Dec	6.7349	7.0119	2021-12	581.60	294	34	33	391	54	954	31	1	35	0	2	3	0	596	28.30	2.50	26.31	25.26	7.65	9.980	28.80	3.491	1.996	3.114	11.270
BNN2	BNN2-Feb	6.7349	7.0119	2021-02	330.17	0	0	1	26	0	116	11	0	107	4	0	0	11	0	31.40	5.80	34.07	33.78	7.89	4.540	34.50	0.811	6.480	14.000	1.026
BNN2	BNN2-Jan	6.7349	7.0119	2021-01	95.60	926	6	7	31	0	30	1	3	30	116	3	3	402	1	30.80	5.10	31.32	30.62	7.10	4.190	35.10	0.299	3.640	11.760	1.340
BNN2	BNN2-Jul	6.7349	7.0119	2021-07	423.40	7	34	1	150	21	3133	18	77	220	18	0	0	3009	341	27.90	5.10	31.85	31.50	6.81	17.460	43.10	3.110	0.980	1.140	6.379
BNN2	BNN2-Jun	6.7349	7.0119	2021-06	229.54	353	19	2	0	38	3	2	72	330	173	0	0	2865	5	28.10	2.80	31.16	30.68	7.42	5.301	25.90	2.521	0.994	1.010	4.208
BNN2	BNN2-Mar	6.7349	7.0119	2021-03	173.06	2	10	32	32	4	16	1	1	48	0	22	3	575	8	30.00	3.30	36.29	36.66	8.00	1.820	58.80	0.248	4.200	5.600	0.312
BNN2	BNN2-May	6.7349	7.0119	2021-05	410.10	1	1	4	26	1	5	2	7	0	1	0	1	2	2	30.50	2.80	35.39	35.51	7.66	0.001	15.80	0.099	0.280	0.380	0.001
BNN2	BNN2-Nov	6.7349	7.0119	2021-11	194.50	530	46	0	131	39	1256	14	31	1	477	66	0	0	106	28.00	2.00	24.75	23.51	6.98	6.751	25.00	0.926	0.780	0.560	2.500
BNN2	BNN2-Oct	6.7349	7.0119	2021-10	231.58	175	32	8	245	38	1097	22	2	28	224	1	2	0	542	27.80	3.20	25.74	24.56	8.27	18.817	17.10	2.740	2.610	1.010	6.680
BNN2	BNN2-Sep	6.7349	7.0119	2021-09	100.82	26	2	1	14	1	400	0	6	37	2	0	1	0	1	27.70	1.80	28.44	25.56	8.20	4.597	19.60	2.760	2.840	3.960	2.339
BNN3	BNN3-Apr	4.7618	7.0022	2021-04	214.79	8	1	1	0	12	0	2	5	2	1	0	0	122	1	30.50	3.40	35.38	35.56	7.54	0.400	48.10	0.156	1.600	4.200	0.722
BNN3	BNN3-Aug	4.7618	7.0022	2021-08	395.80	76	38	10	214	11	2813	21	39	116	106	0	11	2256	43	28.30	2.20	32.30	32.08	7.27	4.240	17.40	4.390	3.990	4.980	3.822
BNN3	BNN3-Dec	4.7618	7.0022	2021-12	488.22	414	29	17	104	49	731	47	5	26	0	0	1	0	124	28.40	4.00	25.68	24.60	7.73	12.130	27.70	3.750	2.650	3.570	2.540
BNN3	BNN3-Feb	4.7618	7.0022	2021-02	338.64	0	0	1	18	0	36	6	0	3	1	2	0	1	1	30.70	2.50	33.78	33.65	7.92	3.040	35.30	0.001	8.400	15.600	0.847
BNN3	BNN3-Jan	4.7618	7.0022	2021-01	208.98	680	7	10	20	1	12	1	4	103	47	11	1	301	25	29.70	2.30	31.03	30.44	7.30	19.170	31.90	0.452	14.460	30.800	1.084
BNN3	BNN3-Jul	4.7618	7.0022	2021-07	380.10	54	20	1	184	1	1825	11	28	88	55	0	0	1197	17	28.50	2.50	32.31	31.18	6.92	6.840	37.80	0.600	1.160	2.090	1.757
BNN3	BNN3-Jun	4.7618	7.0022	2021-06	193.38	345	2	8	1	74	5	5	78	398	199	1	9	3177	294	28.40	2.50	32.02	31.65	7.43	1.376	28.80	1.411	0.849	1.150	1.255
BNN3	BNN3-Mar	4.7618	7.0022	2021-03	889.10	10	6	9	38	11	8	0	14	70	0	19	3	440	13	30.50	2.90	36.48	36.48	7.86	2.059	69.20	0.020	7.400	14.000	0.004
BNN3	BNN3-May	4.7618	7.0022	2021-05	226.50	161	22	25	15	30	208	34	37	17	196	0	2	1136	83	30.20	2.30	35.40	35.50	7.62	3.120	18.20	0.997	0.210	0.360	1.308
BNN3	BNN3-Nov	4.7618	7.0022	2021-11	247.55	528	56	0	214	12	1340	4	101	7	692	101	4	0	109	28.40	2.20	25.17	23.98	7.15	14.538	29.00	2.384	0.670	0.970	7.500
BNN3	BNN3-Oct	4.7618	7.0022	2021-10	227.84	390	1	0	81	1	578	34	1	0	217	1	0	0	168	28.60	3.10	23.90	22.11	8.19	13.021	16.50	2.910	1.610	1.800	1.530
BNN3	BNN3-Sep	4.7618	7.0022	2021-09	284.12	56	11	1	18	1	377	1	14	61	13	0	0	0	1	27.80	1.90	28.08	27.18	7.97	4.597	19.80	3.000	4.720	4.840	2.252
C_BRIG	C_BRIG-Apr	6.4836	3.5608	2021-04	397.63	2	0	3	0	3	4	0	1	56	0	0	0	19	2	29.93	4.86	46.40	28.40	8.75	0.001	30.20	0.029	1.300	3.840	0.010
C_BRIG	C_BRIG-Aug	6.4836	3.5608	2021-08	256.70	516	210	0	296	115	3014	47	22	616	82	0	3	1395	96	27.30	5.30	39.51	39.40	7.94	6.110	12.10	1.256	2.800	3.780	1.797
C_BRIG	C_BRIG-Dec	6.4836	3.5608	2021-12	80.15	634	3	16	13	89	5041	59	67	309	0	3	0	0	329	29.72	5.06	35.80	23.80	7.96	23.180	25.60	2.640	1.384	0.895	14.740
C_BRIG	C_BRIG-Feb	6.4836	3.5608	2021-02	345.15	0	0	3	11	1	8	0	8	0	7	0	3	0	0	29.48	4.51	42.40	25.90	7.93	0.010	27.30	0.516	18.400	29.400	0.004
C_BRIG	C_BRIG-Jan	6.4836	3.5608	2021-01	304.19	1120	10	2	19	12	6	2	4	129	60	4	1	226	2	28.99	4.10	41.40	25.00	9.92	0.016	26.50	0.064	7.800	35.000	1.033
C_BRIG	C_BRIG-Jul	6.4836	3.5608	2021-07	293.18	402	19	2	330	107	2525	43	30	588	57	0	0	2689	260	27.56	5.67	35.45	38.56	7.76	10.410	15.64	1.440	0.780	1.080	3.405
C_BRIG	C_BRIG-Jun	6.4836	3.5608	2021-06	451.47	321	1	32	1	77	0	1	21	432	18	3	0	748	18	28.72	5.53	40.00	24.50	8.76	0.287	25.60	1.016	0.840	0.970	0.008
C_BRIG	C_BRIG-Mar	6.4836	3.5608	2021-03	385.44	7	5	342	12	3	0	1	0	40	0	1	3	511	12	29.93	5.15	49.90	22.30	8.51	2.148	32.70	0.003	12.600	16.800	0.017
C_BRIG	C_BRIG-May	6.4836	3.5608	2021-05	415.30	8	36	51	8	61	6	6	69	61	51	2	1	869	1	29.74	4.67	45.45	24.50	8.76	0.447	27.64	0.001	2.860	4.660	3.196
C_BRIG	C_BRIG-Nov	6.4836	3.5608	2021-11	185.66	899	37	0	152	17	3252	21	77	146	480	85	0	0	263	29.73	5.53	40.00	24.50	6.65	14.053	25.60	2.152	1.000	1.410	5.990
C_BRIG	C_BRIG-Oct	6.4836	3.5608	2021-10	70.10	851	1	15	8	37	4956	49	26	388	378	3	0	0	317	29.72	5.63	46.00	24.50	8.26	25.019	20.60	2.170	0.590	0.630	8.120
C_BRIG	C_BRIG-Sep	6.4836	3.5608	2021-09	137.49	1017	103	11	652	79	5382	38	95	658	488	0	41	0	631	26.86	5.00	43.56	75.00	7.18	23.998	8.56	2.240	4.160	5.200	9.588
IJORA	IJORA-Apr	6.5494	3.4344	2021-04	505.45	3	1	0	0	7	0	0	0	3	0	4	0	296	5	29.90	4.67	47.60	29.00	8.54	0.001	31.00	0.283	1.960	3.110	0.008
IJORA	IJORA-Aug	6.5494	3.4344	2021-08	348.23	36	57	13	96	12	1175	31	28	282	117	0	16	1845	118	27.40	5.16	53.82	50.50	7.96	5.110	16.60	2.610	2.720	3.180	2.956
IJORA	IJORA-Dec	6.5494	3.4344	2021-12	473.68	957	31	9	3	1	2090	25	4	1	0	0	1	385	0	29.82	5.87	40.50	22.50	8.00	7.450	35.90	2.960	1.230	2.100	6.812
IJORA	IJORA-Feb	6.5494	3.4344	2021-02	391.20	0	0	11	0	2	4	1	10	0	24	0	0	2	0	29.50	5.02	42.90	26.20	7.76	0.001	27.60	0.302	11.580	17.800	0.632
IJORA	IJORA-Jan	6.5494	3.4344	2021-01	417.12	1480	3	10	0	0	6	11	1	4	76	12	9	146	3	29.13	5.09	46.50	28.40	9.98	4.390	30.20	0.370	9.160	12.520	3.062
IJORA	IJORA-Jul	6.5494	3.4344	2021-07	304.10	5	25	0	123	11	1576	13	11	135	14	0	0	1488	98	27.68	5.05	54.98	36.89	8.45	6.570	22.65	1.532	1.380	3.110	2.254
IJORA	IJORA-Jun	6.5494	3.4344	2021-06	354.50	308	1	4	1	56	1	1	63	687	199	10	0	2160	16	28.80	6.60	40.50	24.70	8.45	0.289	25.90	0.618	0.986	1.260	4.752
IJORA	IJORA-Mar	6.5494	3.4344	2021-03	317.58	4	8	76	8	6	4	1	9	19	0	3	11	208	14	29.30	5.15	50.40	30.30	8.76	0.001	32.90	0.001	3.800	4.200	0.015
IJORA	IJORA-May	6.5494	3.4344	2021-05	446.85	56	5	28	58	64	343	26	69	162	23	3	0	836	3	29.68	4.55	44.98	27.89	8.45	0.372	27.65	0.860	3.480	9.560	0.070
IJORA	IJORA-Nov	6.5494	3.4344	2021-11	26.52	628	26	0	157	26	2946	16	47	155	437	65	0	0	231	29.73	6.60	40.50	24.70	6.74	13.452	25.90	2.764	1.060	2.900	6.300
IJORA	IJORA-Oct	6.5494	3.4344	2021-10	157.74	918	3	16	1	3	1776	30	1	1	392	1	0	0	410	29.82	5.90	50.50	28.70	8.45	10.601	22.90	2.910	1.080	1.160	4.650
IJORA	IJORA-Sep	6.5494	3.4344	2021-09	99.47	903	66	1	481	57	4855	27	68	435	438	0	24	0	541	26.95	5.28	52.65	64.00	7.31	20.634	10.56	3.020	2.480	4.240	9.361
IMO1	IMO1-Apr	4.8640	7.0964	2021-04	42.96	4	0	0	0	4	2	0	3	2	0	2	0	14	2	28.90	5.70	21.72	13.46	8.22	0.010	0.01	0.069	1.700	2.830	0.009
IMO1	IMO1-Aug	4.8640	7.0964	2021-08	115.30	424	184	4	550	17	1968	63	35	351	714	0	22	2052	42	28.30	5.50	22.40	13.95	8.75	4.860	0.06	1.360	2.840	5.110	5.053
IMO1	IMO1-Dec	4.8640	7.0964	2021-12	165.16	103	4	11	2	0	344	10	44	3	0	3	1	0	118	28.70	5.20	19.04	12.09	9.12	3.400	0.02	0.451	1.168	1.969	3.124
IMO1	IMO1-Feb	4.8640	7.0964	2021-02	93.13	0	0	1	14	1	19	4	31	3	1	0	0	0	0	28.60	5.50	44.10	27.50	9.42	2.550	0.02	0.005	4.200	5.600	1.596
IMO1	IMO1-Jan	4.8640	7.0964	2021-01	17.38	60	28	8	16	2	17	14	1	3	53	13	1	5	1	26.40	5.70	22.70	14.30	8.61	2.850	0.02	0.063	2.940	4.200	0.914
IMO1	IMO1-Jul	4.8640	7.0964	2021-07	141.17	249	11	11	584	29	1393	33	50	287	348	0	25	1729	3	28.10	5.70	22.12	13.76	8.20	9.100	0.03	1.230	1.890	2.140	3.201
IMO1	IMO1-Jun	4.8640	7.0964	2021-06	163.30	792	24	34	141	89	1	13	50	794	251	0	22	1407	1	27.80	5.70	19.92	12.12	8.38	3.157	0.02	0.850	0.556	0.760	0.777
IMO1	IMO1-Mar	4.8640	7.0964	2021-03	39.33	5	16	310	25	5	6	1	0	164	0	10	1	840	4	30.90	5.70	19.66	12.22	8.37	2.659	0.02	0.107	3.800	5.800	0.748
IMO1	IMO1-May	4.8640	7.0964	2021-05	110.40	203	36	51	88	76	996	30	56	14	329	0	16	1754	169	27.70	5.00	19.57	12.21	8.52	6.390	0.02	1.306	8.960	9.700	3.196
IMO1	IMO1-Nov	4.8640	7.0964	2021-11	132.61	588	26	0	185	21	3013	11	70	88	397	0	1	0	195	27.70	3.70	46.40	29.41	8.50	12.267	0.02	1.568	1.090	1.330	5.530
IMO1	IMO1-Oct	4.8640	7.0964	2021-10	87.63	11	2	0	1	1	2	2	0	1	7	1	0	0	35	30.20	5.70	36.02	22.52	8.95	3.100	0.02	0.440	0.400	1.050	0.760
IMO1	IMO1-Sep	4.8640	7.0964	2021-09	109.98	361	13	1	393	0	1083	2	16	1	128	0	0	0	191	29.20	5.30	113.20	71.85	8.75	11.255	0.04	1.064	3.040	4.880	3.390
IMO2	IMO2-Apr	4.7621	7.0024	2021-04	28.64	5	0	0	0	16	908	0	7	171	7	5	0	1310	2	31.10	5.80	24.79	15.82	8.43	3.927	0.02	1.311	3.700	4.800	1.658
IMO2	IMO2-Aug	4.7621	7.0024	2021-08	118.44	1106	49	14	375	99	5038	39	38	385	454	0	32	4016	118	27.60	4.70	24.43	15.21	9.45	7.435	0.13	6.110	2.670	2.880	9.422
IMO2	IMO2-Dec	4.7621	7.0024	2021-12	159.90	2034	102	40	45	41	5714	47	83	550	0	1	14	0	455	29.10	5.40	18.92	11.03	9.30	25.260	0.03	5.850	3.960	3.580	11.400
IMO2	IMO2-Feb	4.7621	7.0024	2021-02	126.99	0	0	0	9	20	9	0	1	2	3	3	1	0	0	30.40	5.80	20.72	12.80	8.83	0.000	0.02	0.504	2.800	8.400	1.324
IMO2	IMO2-Jan	4.7621	7.0024	2021-01	43.46	250	31	10	9	1	15	8	1	41	130	0	1	722	1	29.40	5.80	79.12	46.47	8.30	3.410	0.02	0.139	2.800	5.600	1.401
IMO2	IMO2-Jul	4.7621	7.0024	2021-07	97.73	745	65	3	561	122	4222	45	9	533	384	0	45	3419	398	28.30	5.40	24.87	15.45	9.02	18.620	0.02	3.210	2.000	2.480	7.203
IMO2	IMO2-Jun	4.7621	7.0024	2021-06	144.09	1465	47	43	646	79	3221	24	142	873	602	1	10	3985	308	29.20	5.40	28.80	24.22	8.00	11.336	0.02	3.195	0.280	0.550	3.956
IMO2	IMO2-Mar	4.7621	7.0024	2021-03	70.80	8	4	31	42	8	5	0	1	101	0	14	4	96	22	29.20	5.90	24.38	15.27	6.28	3.083	0.02	0.002	0.840	2.800	0.899
IMO2	IMO2-May	4.7621	7.0024	2021-05	68.34	1	2	2	19	2	1	12	28	4	2	3	5	1	4	29.20	5.70	29.08	14.80	9.22	2.500	0.02	0.085	1.400	2.540	0.774
IMO2	IMO2-Nov	4.7621	7.0024	2021-11	70.73	4	45	0	152	4	1455	14	1	5	242	0	1	0	624	27.80	5.20	21.43	13.79	9.38	14.416	0.02	1.745	0.400	0.360	4.870
IMO2	IMO2-Oct	4.7621	7.0024	2021-10	52.58	1703	93	19	795	38	7345	59	74	614	965	1	16	0	896	27.30	4.70	21.40	13.20	9.85	27.120	0.01	5.090	2.040	3.100	10.860
IMO2	IMO2-Sep	4.7621	7.0024	2021-09	96.15	783	64	0	449	37	4636	32	62	219	365	0	16	0	576	27.10	5.00	22.37	13.94	10.22	27.021	0.02	5.140	1.640	2.580	10.609
IMO3	IMO3-Apr	4.8818	7.1598	2021-04	32.65	49	0	0	0	8	416	0	9	165	6	0	0	1241	3	30.30	5.90	17.93	11.11	8.27	4.058	0.02	0.777	4.700	8.400	2.192
IMO3	IMO3-Aug	4.8818	7.1598	2021-08	98.11	1056	76	15	435	55	4030	37	81	420	565	0	32	4722	448	28.00	3.40	24.22	15.56	8.84	8.150	0.03	1.980	1.790	4.780	7.032
IMO3	IMO3-Dec	4.8818	7.1598	2021-12	247.39	643	23	26	97	77	4398	22	2	114	0	10	2	0	516	28.50	6.20	34.83	22.62	9.43	18.630	0.02	4.373	2.140	2.890	12.290
IMO3	IMO3-Feb	4.8818	7.1598	2021-02	135.46	0	0	0	0	11	31	13	21	10	9	2	1	11	3	30.00	5.60	16.74	11.50	8.81	0.000	0.02	0.556	5.640	7.000	1.467
IMO3	IMO3-Jan	4.8818	7.1598	2021-01	330.26	720	17	5	10	3	13	5	1	17	129	0	4	565	4	28.90	5.80	20.87	13.01	8.47	1.980	0.02	0.134	14.160	29.400	2.003
IMO3	IMO3-Jul	4.8818	7.1598	2021-07	173.94	917	47	24	627	141	2279	35	70	375	283	0	24	3460	325	28.70	4.60	22.94	14.35	8.60	19.050	0.02	1.890	1.160	0.980	5.525
IMO3	IMO3-Jun	4.8818	7.1598	2021-06	96.10	591	2	29	66	55	1810	6	1	614	125	1	8	3072	317	29.80	5.40	24.45	15.17	8.57	10.234	0.02	2.678	0.428	0.580	4.643
IMO3	IMO3-Mar	4.8818	7.1598	2021-03	78.66	106	9	50	52	10	13	5	1	77	0	20	0	663	6	30.00	6.30	18.13	11.19	8.86	6.837	0.02	0.118	5.600	7.000	1.589
IMO3	IMO3-May	4.8818	7.1598	2021-05	26.29	67	6	14	53	43	324	11	54	147	137	0	1	1391	161	30.50	5.90	30.08	18.72	8.43	10.540	0.02	1.606	9.140	10.100	4.617
IMO3	IMO3-Nov	4.8818	7.1598	2021-11	61.89	230	23	0	125	4	1041	5	1	0	227	0	0	0	341	27.40	4.60	20.32	12.69	8.98	9.619	0.01	0.801	1.500	1.400	2.650
IMO3	IMO3-Oct	4.8818	7.1598	2021-10	148.98	596	11	11	110	23	3959	26	12	105	425	0	3	0	560	29.10	3.70	19.52	12.24	9.17	26.512	0.03	4.890	1.280	1.020	10.120
IMO3	IMO3-Sep	4.8818	7.1598	2021-09	82.48	573	36	0	294	11	0	11	40	376	260	0	14	0	0	27.40	4.50	22.28	13.93	9.52	13.425	0.01	5.110	1.680	2.960	6.667
UNILAG	UNILAG-Apr	6.5731	3.6153	2021-04	408.52	2	0	0	0	4	9	0	0	18	0	0	0	368	10	30.54	4.52	35.80	21.80	8.58	0.772	22.00	0.312	1.260	3.700	0.014
UNILAG	UNILAG-Aug	6.5731	3.6153	2021-08	122.05	531	96	0	434	54	3775	40	62	64	559	0	6	3116	335	27.00	5.40	32.67	55.30	8.33	9.230	9.10	2.240	1.680	2.890	5.545
UNILAG	UNILAG-Dec	6.5731	3.6153	2021-12	289.48	1725	36	15	703	96	9292	83	96	376	0	1	34	0	1037	29.76	5.75	34.10	13.37	7.85	32.340	13.50	8.250	4.880	5.660	25.630
UNILAG	UNILAG-Feb	6.5731	3.6153	2021-02	326.98	0	0	0	0	1	892	10	20	5	34	7	1	0	2	27.50	5.58	33.20	20.20	6.78	0.561	20.80	1.077	23.800	35.000	2.976
UNILAG	UNILAG-Jan	6.5731	3.6153	2021-01	278.11	60	13	11	0	0	4	11	4	200	88	0	2	607	12	30.11	6.02	32.40	19.80	10.08	2.360	20.20	0.004	19.800	33.100	2.213
UNILAG	UNILAG-Jul	6.5731	3.6153	2021-07	162.88	367	38	1	584	54	2525	44	42	248	265	0	1	2809	213	27.74	5.56	22.67	43.60	7.97	13.690	12.45	2.040	2.960	3.840	4.559
UNILAG	UNILAG-Jun	6.5731	3.6153	2021-06	191.11	1165	1	49	541	84	160	23	88	817	476	2	3	2865	256	27.96	5.03	22.50	14.00	8.67	4.681	13.50	1.746	0.286	0.410	1.084
UNILAG	UNILAG-Mar	6.5731	3.6153	2021-03	267.45	4	2	24	37	1	10	3	0	15	0	230	0	586	17	28.93	3.43	36.50	22.30	8.33	3.510	23.00	0.101	9.800	15.400	0.707
UNILAG	UNILAG-May	6.5731	3.6153	2021-05	289.15	1178	90	52	151	159	227	43	162	248	441	2	25	4273	596	29.74	4.56	32.67	24.50	8.67	18.730	20.45	3.610	1.980	5.900	7.935
UNILAG	UNILAG-Nov	6.5731	3.6153	2021-11	144.93	1200	89	0	374	99	8432	69	111	628	691	108	33	0	772	29.96	5.03	22.50	14.00	6.42	30.853	13.50	5.165	1.770	3.220	12.310
UNILAG	UNILAG-Oct	6.5731	3.6153	2021-10	96.39	1297	80	14	669	167	13119	98	112	528	740	1	85	0	1276	29.96	5.45	31.50	21.00	8.17	53.473	10.50	8.790	3.070	4.400	18.890
UNILAG	UNILAG-Sep	6.5731	3.6153	2021-09	91.65	1149	84	0	670	72	7857	50	87	617	610	0	43	0	853	26.75	5.26	42.67	67.00	6.93	30.998	5.75	8.800	2.320	3.180	13.151