Datasets:

DebasishDhal99
/

cloud-vs-temperature-data

Unnamed: 0 int64 0 1.6k	btmir float64 180 340	bttir1 float64 180 334	bttir2 float64 180 334	albedo float64 0.05 1	thickness float64 0 27.9	insatcortir stringlengths 10 16	csatcortir stringlengths 24 45	tiroffset float64 0 1	insatcorvis stringlengths 11 18	csatcorvis stringlengths 24 45	visoffset float64 0 1	solarelevation float64 3.47 71	satelevation float64 0.7 89.9	elevation int64 -9,999 7.29k	landsea float64 1 2	profile int64 12.3k 24.8k	orbitnumber int64 56.8k 61.7k	c1type float64 0 8	c1base float64 0.07 18.3 ⌀	c1top float64 0.13 19.6 ⌀	c2type float64 0 8	c2base float64 0.49 19.1 ⌀	c2top float64 0.55 19.3 ⌀	c3type float64 0 8	c3base float64 1.21 19 ⌀	c3top float64 1.39 19.1 ⌀	c4type float64 0 6	c4base float64 2.17 18.7 ⌀	c4top float64 2.53 19 ⌀	c5base float64 3.97 18.4 ⌀	c5top float64 4.27 18.7 ⌀	insatcorvislat float64 -60.01 60	insatcorvislon float64 0 140	swirrad float64 0 6.7	cloudyornot int64 0 1	date stringclasses 201 values	time int64 314 1.42k
0	281.8518	250.14268	245.09477	0.26178	1.920009	(9.85, 139.95)	(9.84505844116211, 139.9547119140625)	0.752245	(9.849, 139.953)	(9.84505844116211, 139.9547119140625)	0.474684	63.38	15.19	-9,999	2	19,584	58,121	5	1.629999	2.169999	1	14.350042	15.730052	0	null	null	0	null	null	null	null	9.849	139.953	1.19682	1	01APR2017	415
1	281.8518	250.14268	245.09477	0.26178	2.04001	(9.85, 139.95)	(9.85472583770752, 139.95262145996094)	0.596579	(9.849, 139.953)	(9.85472583770752, 139.95262145996094)	0.634676	63.38	15.19	-9,999	2	19,585	58,121	5	1.629999	2.169999	1	14.230042	15.730052	0	null	null	0	null	null	null	null	9.849	139.953	1.19682	1	01APR2017	415
2	282.08896	247.72217	244.83597	0.198284	3.900027	(10.02, 139.91)	(10.01906681060791, 139.91696166992188)	0.770175	(10.023, 139.91)	(10.01906681060791, 139.91696166992188)	0.878506	63.36	15.2	-9,999	2	19,602	58,121	1	10.630016	11.890025	1	13.330035	15.970054	0	null	null	0	null	null	null	null	10.023	139.91	0.97634	1	01APR2017	415
3	280.8806	248.45822	247.38118	0.173777	4.080029	(10.39, 139.84)	(10.386407852172852, 139.837158203125)	0.504691	(10.382, 139.837)	(10.386407852172852, 139.837158203125)	0.487862	63.34	15.24	-9,999	2	19,640	58,121	1	11.350021	15.43005	0	null	null	0	null	null	0	null	null	null	null	10.382	139.837	0.8661	1	01APR2017	415
4	280.8806	248.45822	247.38118	0.169322	4.440031	(10.39, 139.84)	(10.396074295043945, 139.83506774902344)	0.862055	(10.392, 139.843)	(10.396074295043945, 139.83506774902344)	0.978567	63.34	15.24	-9,999	2	19,641	58,121	1	10.990019	15.43005	0	null	null	0	null	null	0	null	null	null	null	10.392	139.843	0.8661	1	01APR2017	415
5	288.5371	270.73547	261.59933	0.130333	4.860034	(10.55, 139.8)	(10.550740242004395, 139.80142211914062)	0.175873	(10.556, 139.8)	(10.550740242004395, 139.80142211914062)	0.602251	63.34	15.27	-9,999	2	19,657	58,121	1	10.750017	15.610051	0	null	null	0	null	null	0	null	null	null	null	10.556	139.8	0.47337	1	01APR2017	415
6	286.22473	262.2285	256.28854	0.270692	2.760018	(11.87, 139.51)	(11.865285873413086, 139.51454162597656)	0.718892	(11.872, 139.515)	(11.865285873413086, 139.51454162597656)	0.744402	63.41	15.58	-9,999	2	19,793	58,121	6	0.55	0.73	1	13.210034	15.790052	0	null	null	0	null	null	null	null	11.872	139.515	1.0728	1	01APR2017	415
7	286.22473	262.2285	256.28854	0.270692	2.580017	(11.87, 139.51)	(11.874950408935547, 139.51242065429688)	0.607821	(11.872, 139.515)	(11.874950408935547, 139.51242065429688)	0.430696	63.41	15.58	-9,999	2	19,794	58,121	6	0.55	0.73	1	13.270035	15.670052	0	null	null	0	null	null	null	null	11.872	139.515	1.0728	1	01APR2017	415
8	283.91113	260.0243	253.13533	0.152612	2.520016	(12.03, 139.48)	(12.02958869934082, 139.47854614257812)	0.16472	(12.027, 139.48)	(12.02958869934082, 139.47854614257812)	0.327215	63.38	15.59	-9,999	2	19,810	58,121	6	0.49	0.73	1	13.270035	15.550051	0	null	null	0	null	null	null	null	12.027	139.48	0.5905	1	01APR2017	415
9	286.82193	265.4981	263.02005	0.119193	1.380007	(12.49, 139.38)	(12.483819961547852, 139.37889099121094)	0.694221	(12.481, 139.376)	(12.483819961547852, 139.37889099121094)	0.442813	63.35	15.65	-9,999	2	19,857	58,121	6	0.31	0.73	1	14.290042	15.250049	0	null	null	0	null	null	null	null	12.481	139.376	0.39758	1	01APR2017	415
10	286.82193	265.4981	263.02005	0.119193	1.260006	(12.49, 139.38)	(12.493484497070312, 139.37677001953125)	0.521407	(12.491, 139.383)	(12.493484497070312, 139.37677001953125)	0.730856	63.35	15.65	-9,999	2	19,858	58,121	6	0.43	0.73	1	14.350042	15.310049	0	null	null	0	null	null	null	null	12.491	139.383	0.47337	1	01APR2017	415
11	292.48203	280.6031	276.9252	0.133675	1.380007	(12.78, 139.31)	(12.7737398147583, 139.31515502929688)	0.890471	(12.78, 139.311)	(12.7737398147583, 139.31515502929688)	0.826544	63.33	15.7	-9,999	2	19,887	58,121	6	0.49	0.79	1	14.290042	15.370049	0	null	null	0	null	null	null	null	12.78	139.311	0.56983	1	01APR2017	415
12	292.48203	280.6031	276.9252	0.133675	1.020007	(12.78, 139.31)	(12.783403396606445, 139.3130340576172)	0.500289	(12.78, 139.311)	(12.783403396606445, 139.3130340576172)	0.436508	63.33	15.7	-9,999	2	19,888	58,121	1	14.350042	15.370049	0	null	null	0	null	null	0	null	null	null	null	12.78	139.311	0.56983	1	01APR2017	415
13	292.64133	283.98914	281.3092	0.110282	0	(13.23, 139.22)	(13.227923393249512, 139.21510314941406)	0.578332	(13.225, 139.22)	(13.227923393249512, 139.21510314941406)	0.621526	63.25	15.72	-9,999	2	19,934	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	13.225	139.22	0.35624	0	01APR2017	415
14	292.7997	285.27084	281.46683	0.110282	0.540004	(13.35, 139.18)	(13.353543281555176, 139.1873779296875)	0.890208	(13.359, 139.181)	(13.353543281555176, 139.1873779296875)	0.917498	63.26	15.76	-9,999	2	19,947	58,121	1	10.990019	11.230021	1	11.590023	11.890025	0	null	null	0	null	null	null	null	13.359	139.181	0.34935	1	01APR2017	415
15	291.99857	284.8462	282.87094	0.11251	0.12	(13.65, 139.12)	(13.643426895141602, 139.1233367919922)	0.811909	(13.65, 139.124)	(13.643426895141602, 139.1233367919922)	0.730754	63.16	15.74	-9,999	2	19,977	58,121	6	0.43	0.55	0	null	null	0	null	null	0	null	null	null	null	13.65	139.124	0.50093	1	01APR2017	415
16	291.99857	284.8462	282.87094	0.11251	0.12	(13.65, 139.12)	(13.65308952331543, 139.12120056152344)	0.365662	(13.65, 139.124)	(13.65308952331543, 139.12120056152344)	0.4567	63.16	15.74	-9,999	2	19,978	58,121	6	0.43	0.55	0	null	null	0	null	null	0	null	null	null	null	13.65	139.124	0.50093	1	01APR2017	415
17	293.2695	284.8462	282.56116	0.10137	0.18	(14.06, 139.03)	(14.058902740478516, 139.03135681152344)	0.190298	(14.064, 139.032)	(14.058902740478516, 139.03135681152344)	0.568222	63.1	15.78	-9,999	2	20,020	58,121	6	0.37	0.55	0	null	null	0	null	null	0	null	null	null	null	14.064	139.032	0.28045	1	01APR2017	415
18	293.2695	284.8462	282.56116	0.10137	0.24	(14.06, 139.03)	(14.068564414978027, 139.0292205810547)	0.951298	(14.064, 139.032)	(14.068564414978027, 139.0292205810547)	0.587489	63.1	15.78	-9,999	2	20,021	58,121	6	0.37	0.61	0	null	null	0	null	null	0	null	null	null	null	14.064	139.032	0.28045	1	01APR2017	415
19	291.67148	283.7011	279.8757	0.10694	0	(14.6, 138.91)	(14.599945068359375, 138.91122436523438)	0.132063	(14.605, 138.913)	(14.599945068359375, 138.91122436523438)	0.591119	63	15.83	-9,999	2	20,076	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	14.605	138.913	0.3149	0	01APR2017	415
20	290.32278	279.07828	276.9252	0.344213	0.899999	(15.89, 138.63)	(15.884719848632812, 138.62425231933594)	0.848697	(15.888, 138.628)	(15.884719848632812, 138.62425231933594)	0.541144	62.74	15.94	-9,999	2	20,209	58,121	5	0.49	1.389999	0	null	null	0	null	null	0	null	null	null	null	15.888	138.628	1.86515	1	01APR2017	415
21	290.32278	279.07828	276.9252	0.344213	1.019999	(15.89, 138.63)	(15.894378662109375, 138.62208557128906)	0.976291	(15.888, 138.628)	(15.894378662109375, 138.62208557128906)	0.948368	62.74	15.94	-9,999	2	20,210	58,121	5	0.37	1.389999	0	null	null	0	null	null	0	null	null	null	null	15.888	138.628	1.86515	1	01APR2017	415
22	286.22473	270.5614	269.7435	0.323048	3.240009	(16.73, 138.43)	(16.7249698638916, 138.4351806640625)	0.784275	(16.727, 138.428)	(16.7249698638916, 138.4351806640625)	0.79802	62.56	16.01	-9,999	2	20,296	58,121	6	0.73	2.109999	3	3.609997	5.470007	0	null	null	0	null	null	null	null	16.727	138.428	1.9685	1	01APR2017	415
23	286.22473	270.5614	269.7435	0.32639	2.760009	(16.73, 138.43)	(16.73462677001953, 138.43299865722656)	0.603674	(16.738, 138.438)	(16.73462677001953, 138.43299865722656)	0.650981	62.56	16.01	-9,999	2	20,297	58,121	6	0.73	1.869999	3	3.849997	5.470007	0	null	null	0	null	null	null	null	16.738	138.438	1.6929	1	01APR2017	415
24	286.02264	269.33032	268.6329	0.123649	6.780022	(16.86, 138.41)	(16.86016845703125, 138.40464782714844)	0.570656	(16.853, 138.409)	(16.86016845703125, 138.40464782714844)	0.918944	62.51	16.01	-9,999	2	20,310	58,121	7	0.79	7.150019	1	7.510021	7.930024	0	null	null	0	null	null	null	null	16.853	138.409	0.46648	1	01APR2017	415
25	286.4253	263.40073	261.59933	0.132561	2.82002	(17.2, 138.32)	(17.198152542114258, 138.3282012939453)	0.896034	(17.2, 138.325)	(17.198152542114258, 138.3282012939453)	0.397197	62.44	16.04	-9,999	2	20,345	58,121	3	4.870003	7.690023	0	null	null	0	null	null	0	null	null	null	null	17.2	138.325	0.5216	1	01APR2017	415
26	289.9749	280.6031	277.75632	0.182689	0.780005	(17.66, 138.22)	(17.661630630493164, 138.2230224609375)	0.367993	(17.664, 138.226)	(17.661630630493164, 138.2230224609375)	0.410583	62.25	16.02	-9,999	2	20,393	58,121	3	6.550015	6.730016	1	12.070026	12.670031	0	null	null	0	null	null	null	null	17.664	138.226	0.92122	1	01APR2017	415
27	275.36444	246.72696	240.5548	0.22502	2.100015	(18.0, 138.15)	(17.999555587768555, 138.14610290527344)	0.415643	(18.003, 138.15)	(17.999555587768555, 138.14610290527344)	0.561847	62.16	16.04	-9,999	2	20,428	58,121	1	10.150013	12.250028	0	null	null	0	null	null	0	null	null	null	null	18.003	138.15	0.935	1	01APR2017	415
28	282.08896	261.4354	258.88593	0.104712	0	(18.55, 138.02)	(18.549837112426758, 138.0203857421875)	0.044536	(18.553, 138.023)	(18.549837112426758, 138.0203857421875)	0.445795	62.13	16.23	-9,999	2	20,485	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	18.553	138.023	0.30112	0	01APR2017	415
29	291.17346	282.9758	280.83435	0.090231	0	(19.4, 137.82)	(19.399253845214844, 137.82518005371094)	0.550337	(19.404, 137.821)	(19.399253845214844, 137.82518005371094)	0.684691	61.87	16.28	-9,999	2	20,573	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	19.404	137.821	0.1771	0	01APR2017	415
30	290.66623	282.82983	280.6754	0.091345	0	(19.61, 137.77)	(19.611581802368164, 137.77615356445312)	0.668849	(19.618, 137.778)	(19.611581802368164, 137.77615356445312)	0.73642	61.79	16.28	-9,999	2	20,595	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	19.618	137.778	0.21155	0	01APR2017	415
31	289.9749	282.82983	280.03635	0.094686	0	(19.83, 137.73)	(19.823898315429688, 137.72705078125)	0.742777	(19.82, 137.725)	(19.823898315429688, 137.72705078125)	0.482075	61.71	16.29	-9,999	2	20,617	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	19.82	137.725	0.25289	0	01APR2017	415
32	290.49506	282.3901	279.39185	0.089117	0	(20.13, 137.65)	(20.132701873779297, 137.65545654296875)	0.64419	(20.131, 137.657)	(20.132701873779297, 137.65545654296875)	0.248077	61.61	16.3	-9,999	2	20,649	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	20.131	137.657	0.1771	0	01APR2017	415
33	289.9749	282.09543	278.57846	0.092459	0	(20.43, 137.58)	(20.431833267211914, 137.58590698242188)	0.649001	(20.431, 137.583)	(20.431833267211914, 137.58590698242188)	0.317086	61.51	16.33	-9,999	2	20,680	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	20.431	137.583	0.25978	0	01APR2017	415
34	289.9749	281.35324	278.25067	0.098028	0	(20.73, 137.51)	(20.730939865112305, 137.51617431640625)	0.651456	(20.732, 137.514)	(20.730939865112305, 137.51617431640625)	0.255075	61.39	16.32	-9,999	2	20,711	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	20.732	137.514	0.28045	0	01APR2017	415
35	289.2656	280.75378	278.25067	0.0958	0	(21.03, 137.45)	(21.0300235748291, 137.4462432861328)	0.390518	(21.033, 137.451)	(21.0300235748291, 137.4462432861328)	0.594207	61.27	16.33	-9,999	2	20,742	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	21.033	137.451	0.25978	0	01APR2017	415
36	289.9749	280.6031	277.75632	0.105826	0.48	(21.42, 137.35)	(21.41590118408203, 137.35572814941406)	0.747436	(21.422, 137.358)	(21.41590118408203, 137.35572814941406)	0.715176	61.12	16.34	-9,999	2	20,782	58,121	6	0.37	0.85	0	null	null	0	null	null	0	null	null	null	null	21.422	137.358	0.41825	1	01APR2017	415
37	289.9749	280.6031	277.75632	0.105826	0.42	(21.42, 137.35)	(21.425548553466797, 137.3534698486328)	0.711924	(21.422, 137.358)	(21.425548553466797, 137.3534698486328)	0.612335	61.12	16.34	-9,999	2	20,783	58,121	6	0.31	0.73	0	null	null	0	null	null	0	null	null	null	null	21.422	137.358	0.41825	1	01APR2017	415
38	289.6226	280.6031	277.42496	0.10694	0	(21.89, 137.24)	(21.898191452026367, 137.2421112060547)	0.932899	(21.898, 137.241)	(21.898191452026367, 137.2421112060547)	0.116768	60.87	16.3	-9,999	2	20,832	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	21.898	137.241	0.32868	0	01APR2017	415
39	288.3519	280.75378	278.08624	0.103598	0	(22.37, 137.13)	(22.370771408081055, 137.13023376464844)	0.08875	(22.364, 137.125)	(22.370771408081055, 137.13023376464844)	0.923484	60.66	16.3	-9,999	2	20,881	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	22.364	137.125	0.27356	0	01APR2017	415
40	292.16064	277.83398	276.0849	0.163752	0.24	(23.2, 136.94)	(23.20003890991211, 136.93258666992188)	0.758921	(23.194, 136.931)	(23.20003890991211, 136.93258666992188)	0.688233	60.3	16.3	-9,999	2	20,967	58,121	6	0.31	0.55	0	null	null	0	null	null	0	null	null	null	null	23.194	136.931	0.58361	1	01APR2017	415
41	291.17346	280.30078	277.75632	0.130333	0	(23.29, 136.92)	(23.28680992126465, 136.9117889404297)	0.91129	(23.281, 136.906)	(23.28680992126465, 136.9117889404297)	0.874511	60.27	16.3	-9,999	2	20,976	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	23.281	136.906	0.5905	0	01APR2017	415
42	290.49506	280.4521	278.08624	0.162638	0	(23.38, 136.89)	(23.373579025268555, 136.8909912109375)	0.718303	(23.38, 136.896)	(23.373579025268555, 136.8909912109375)	0.876306	60.23	16.31	-9,999	2	20,985	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	23.38	136.896	1.0039	0	01APR2017	415
43	290.49506	280.4521	278.08624	0.162638	0	(23.38, 136.89)	(23.383220672607422, 136.88868713378906)	0.381104	(23.38, 136.896)	(23.383220672607422, 136.88868713378906)	0.828339	60.23	16.31	-9,999	2	20,986	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	23.38	136.896	1.0039	0	01APR2017	415
44	289.6226	279.84485	277.25873	0.150384	0.3	(23.46, 136.87)	(23.460346221923828, 136.87017822265625)	0.042448	(23.468, 136.871)	(23.460346221923828, 136.87017822265625)	0.851808	60.2	16.32	-9,999	2	20,994	58,121	6	0.31	0.61	0	null	null	0	null	null	0	null	null	null	null	23.468	136.871	0.70763	1	01APR2017	415
45	293.2695	276.72675	274.54855	0.207196	1.439999	(23.64, 136.82)	(23.643512725830078, 136.82615661621094)	0.738886	(23.643, 136.824)	(23.643512725830078, 136.82615661621094)	0.227249	60.12	16.32	-9,999	2	21,013	58,121	5	0.49	1.749999	0	1.569999	1.749999	0	null	null	0	null	null	null	null	23.643	136.824	1.43108	1	01APR2017	415
46	291.99857	277.0449	275.06412	0.130333	1.499999	(23.73, 136.8)	(23.730274200439453, 136.80526733398438)	0.53793	(23.731, 136.801)	(23.730274200439453, 136.80526733398438)	0.442471	60.09	16.32	-9,999	2	21,022	58,121	5	0.73	2.229999	0	null	null	0	null	null	0	null	null	null	null	23.731	136.801	0.63873	1	01APR2017	415
47	286.62436	273.46246	272.09512	0.331959	1.139999	(24.17, 136.69)	(24.173675537109375, 136.69822692871094)	0.929846	(24.171, 136.695)	(24.173675537109375, 136.69822692871094)	0.441976	59.98	16.45	-9,999	2	21,068	58,121	5	1.629999	2.769998	0	null	null	0	null	null	0	null	null	null	null	24.171	136.695	1.99606	1	01APR2017	415
48	290.32278	274.29303	272.6276	0.280717	1.379999	(24.26, 136.67)	(24.260421752929688, 136.67721557617188)	0.734201	(24.26, 136.675)	(24.260421752929688, 136.67721557617188)	0.229782	59.94	16.45	-9,999	2	21,077	58,121	5	1.389999	2.769998	0	null	null	0	null	null	0	null	null	null	null	24.26	136.675	1.67912	1	01APR2017	415
49	292.3218	273.962	272.27304	0.161524	0.42	(24.43, 136.63)	(24.433902740478516, 136.63514709472656)	0.677728	(24.437, 136.637)	(24.433902740478516, 136.63514709472656)	0.391152	59.85	16.44	-9,999	2	21,095	58,121	5	1.869999	2.289999	0	null	null	0	null	null	0	null	null	null	null	24.437	136.637	1.45175	1	01APR2017	415
50	292.95718	275.60162	272.80423	0.173777	0.42	(24.52, 136.61)	(24.520641326904297, 136.6140899658203)	0.420514	(24.525, 136.618)	(24.520641326904297, 136.6140899658203)	0.624568	59.81	16.44	-9,999	2	21,104	58,121	5	1.809999	2.229999	0	null	null	0	null	null	0	null	null	null	null	24.525	136.618	1.01079	1	01APR2017	415
51	285.19836	276.08603	272.27304	0.144815	0	(25.45, 136.38)	(25.455322265625, 136.38571166992188)	0.823186	(25.458, 136.385)	(25.455322265625, 136.38571166992188)	0.305152	59.37	16.44	-9,999	2	21,201	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	25.458	136.385	0.50782	0	01APR2017	415
52	287.7884	268.97452	267.12613	0.452267	1.619999	(26.03, 136.24)	(26.023691177368164, 136.24557495117188)	0.894379	(26.016, 136.244)	(26.023691177368164, 136.24557495117188)	0.866554	59.07	16.43	-9,999	2	21,260	58,121	5	0.85	2.469998	0	null	null	0	null	null	0	null	null	null	null	26.016	136.244	2.27166	1	01APR2017	415
53	287.7884	268.97452	267.12613	0.442241	1.379999	(26.03, 136.24)	(26.0333251953125, 136.24319458007812)	0.487804	(26.039, 136.242)	(26.0333251953125, 136.24319458007812)	0.639971	59.07	16.43	-9,999	2	21,261	58,121	5	0.91	2.289999	0	null	null	0	null	null	0	null	null	null	null	26.039	136.242	2.27166	1	01APR2017	415
54	283.69028	251.31882	247.38118	0.407709	4.679986	(26.53, 136.12)	(26.534164428710938, 136.1188507080078)	0.475408	(26.534, 136.127)	(26.534164428710938, 136.1188507080078)	0.812368	58.82	16.42	-9,999	2	21,313	58,121	5	0.97	3.549997	2	4.810002	5.470007	3	6.310013	6.670015	1	7.810023	8.890004	null	null	26.534	136.127	2.09252	1	01APR2017	415
55	270.5921	243.90398	241.10507	0.462293	8.520004	(27.8, 135.8)	(27.795482635498047, 135.80210876464844)	0.542016	(27.802, 135.804)	(27.795482635498047, 135.80210876464844)	0.745888	58.17	16.41	-9,999	2	21,444	58,121	7	0.43	8.950005	0	null	null	0	null	null	0	null	null	null	null	27.802	135.804	1.36907	1	01APR2017	415
56	270.5921	243.90398	241.10507	0.462293	8.280003	(27.8, 135.8)	(27.80510711669922, 135.7996826171875)	0.566815	(27.802, 135.804)	(27.80510711669922, 135.7996826171875)	0.547311	58.17	16.41	-9,999	2	21,445	58,121	7	0.43	8.710003	0	null	null	0	null	null	0	null	null	null	null	27.802	135.804	1.36907	1	01APR2017	415
57	287.01807	253.83209	254.72923	0.407709	4.320006	(28.35, 135.67)	(28.34410858154297, 135.66265869140625)	0.971793	(28.338, 135.659)	(28.34410858154297, 135.66265869140625)	0.766158	57.76	16.28	-9,999	2	21,501	58,121	7	0.97	4.690002	1	7.33002	7.930024	0	null	null	0	null	null	null	null	28.338	135.659	2.46458	1	01APR2017	415
58	281.1269	250.14268	247.63062	0.409937	4.139984	(28.58, 135.61)	(28.5750732421875, 135.60362243652344)	0.829118	(28.567, 135.6)	(28.5750732421875, 135.60362243652344)	0.962383	57.64	16.28	-9,999	2	21,525	58,121	3	1.449999	2.589998	3	2.889998	4.51	3	7.930024	9.310007	0	null	null	null	null	28.567	135.6	1.98917	1	01APR2017	415
59	289.79932	247.72217	246.37436	0.383202	7.260007	(28.94, 135.5)	(28.940723419189453, 135.509765625)	0.955468	(28.947, 135.504)	(28.940723419189453, 135.509765625)	0.894374	57.44	16.28	-9,999	2	21,563	58,121	3	1.809999	4.329999	2	4.870003	9.610009	0	null	null	0	null	null	null	null	28.947	135.504	2.49903	1	01APR2017	415
60	294.3359	228.69205	228.1046	0.438899	5.999994	(29.17, 135.45)	(29.16200828552246, 135.45272827148438)	0.924699	(29.155, 135.452)	(29.16200828552246, 135.45272827148438)	0.780012	57.3	16.25	-9,999	2	21,586	58,121	5	0.85	1.749999	3	2.289999	4.870003	2	5.410007	5.650008	1	7.33002	9.610009	null	null	29.155	135.452	2.5197	1	01APR2017	415
61	294.3359	228.69205	228.1046	0.434444	6.539998	(29.17, 135.45)	(29.171628952026367, 135.4502410888672)	0.182068	(29.179, 135.454)	(29.171628952026367, 135.4502410888672)	0.895087	57.3	16.25	-9,999	2	21,587	58,121	5	0.85	1.749999	3	2.289999	4.870003	2	5.170005	6.070011	1	7.39002	9.550009	null	null	29.179	135.454	2.42324	1	01APR2017	415
62	285.61374	228.69205	229.76086	0.421076	5.580014	(29.54, 135.35)	(29.54680824279785, 135.3531036376953)	0.812405	(29.549, 135.353)	(29.54680824279785, 135.3531036376953)	0.243153	57.1	16.25	-9,999	2	21,626	58,121	7	0.91	6.490014	0	null	null	0	null	null	0	null	null	null	null	29.549	135.353	2.36123	1	01APR2017	415
63	285.81897	228.34862	227.42935	0.440013	7.620003	(29.92, 135.26)	(29.921926498413086, 135.25543212890625)	0.490063	(29.921, 135.262)	(29.921926498413086, 135.25543212890625)	0.64247	56.97	16.34	-9,999	2	21,665	58,121	7	0.97	8.590002	0	null	null	0	null	null	0	null	null	null	null	29.921	135.262	1.56888	1	01APR2017	415
64	255.58379	227.6551	228.43945	0.435558	8.82001	(30.57, 135.08)	(30.57583236694336, 135.0838623046875)	0.745216	(30.575, 135.089)	(30.57583236694336, 135.0838623046875)	0.501397	56.58	16.3	-9,999	2	21,733	58,121	7	0.85	9.67001	0	null	null	0	null	null	0	null	null	null	null	30.575	135.089	1.16926	1	01APR2017	415
65	254.03162	225.15456	227.08888	0.42776	9.180013	(30.71, 135.04)	(30.71043586730957, 135.04832458496094)	0.79889	(30.716, 135.045)	(30.71043586730957, 135.04832458496094)	0.694218	56.5	16.3	-9,999	2	21,747	58,121	7	0.85	10.030012	0	null	null	0	null	null	0	null	null	null	null	30.716	135.045	1.18304	1	01APR2017	415
66	260.84543	237.82654	237.15343	0.432216	7.740007	(31.85, 134.74)	(31.844627380371094, 134.74586486816406)	0.814277	(31.851, 134.745)	(31.844627380371094, 134.74586486816406)	0.711348	55.8	16.22	-9,999	2	21,865	58,121	6	0.79	3.369998	2	4.870003	10.030012	0	null	null	0	null	null	null	null	31.851	134.745	1.52065	1	01APR2017	415
67	260.84543	237.82654	237.15343	0.432216	7.740007	(31.85, 134.74)	(31.854236602783203, 134.7432861328125)	0.563397	(31.851, 134.745)	(31.854236602783203, 134.7432861328125)	0.393843	55.8	16.22	-9,999	2	21,866	58,121	6	0.79	3.369998	2	4.870003	10.030012	0	null	null	0	null	null	null	null	31.851	134.745	1.52065	1	01APR2017	415
68	266.01257	236.05377	235.6823	0.454495	7.560001	(31.99, 134.71)	(31.98876190185547, 134.70703125)	0.312348	(31.994, 134.714)	(31.98876190185547, 134.70703125)	0.878107	55.7	16.19	-9,999	2	21,880	58,121	6	0.85	4.149998	2	5.170005	9.430008	0	null	null	0	null	null	null	null	31.994	134.714	1.75491	1	01APR2017	415
69	255.58379	223.67065	224.29353	0.43333	6.119995	(32.47, 134.57)	(32.46913528442383, 134.57691955566406)	0.657526	(32.472, 134.572)	(32.46913528442383, 134.57691955566406)	0.561075	55.4	16.16	-9,999	2	21,930	58,121	5	0.91	3.164	2	3.644	3.969997	2	6.670015	10.210013	0	null	null	null	null	32.472	134.572	1.75491	1	01APR2017	415
70	249.53354	222.14319	221.73457	0.417734	5.81999	(32.61, 134.54)	(32.613224029541016, 134.53768920898438)	0.41818	(32.617, 134.546)	(32.613224029541016, 134.53768920898438)	0.885317	55.31	16.15	-9,999	2	21,945	58,121	7	0.97	4.209998	1	7.630022	10.210013	0	null	null	0	null	null	null	null	32.617	134.546	1.56888	1	01APR2017	415
71	257.02747	224.7875	225.35715	0.340871	4.019989	(32.95, 134.44)	(32.94939422607422, 134.44578552246094)	0.545138	(32.953, 134.445)	(32.94939422607422, 134.44578552246094)	0.406583	55.1	16.12	-9,999	2	21,980	58,121	5	1.449999	3.069998	1	7.930024	10.330014	0	null	null	0	null	null	null	null	32.953	134.445	1.60333	1	01APR2017	415
72	265.07104	231.68956	228.1046	0.32639	2.759988	(33.29, 134.35)	(33.28550720214844, 134.35336303710938)	0.588584	(33.291, 134.351)	(33.28550720214844, 134.35336303710938)	0.647749	54.88	16.1	-9,999	2	22,015	58,121	5	1.689999	2.289999	1	7.990025	10.150013	0	null	null	0	null	null	null	null	33.291	134.351	1.69979	1	01APR2017	415
73	265.07104	231.68956	228.1046	0.32639	2.45999	(33.29, 134.35)	(33.295108795166016, 134.3507080078125)	0.57044	(33.291, 134.351)	(33.295108795166016, 134.3507080078125)	0.456516	54.88	16.1	-9,999	2	22,016	58,121	5	1.809999	2.289999	1	8.170023	10.150013	0	null	null	0	null	null	null	null	33.291	134.351	1.69979	1	01APR2017	415
74	271.69855	241.76514	240.27792	0.341985	2.34001	(33.63, 134.26)	(33.63116455078125, 134.2577362060547)	0.246579	(33.632, 134.266)	(33.63116455078125, 134.2577362060547)	0.772308	54.65	16.05	407	1	22,051	58,121	5	1.629999	2.469998	1	8.650003	10.150013	0	null	null	0	null	null	null	null	33.632	134.266	1.68601	1	01APR2017	415
75	277.152	263.01224	260.7751	0.37429	0.900006	(33.82, 134.2)	(33.813568115234375, 134.20704650878906)	0.966733	(33.814, 134.213)	(33.813568115234375, 134.20704650878906)	0.553287	54.53	16.03	888	1	22,070	58,121	1	9.430008	10.330014	0	null	null	0	null	null	0	null	null	null	null	33.814	134.213	2.00295	1	01APR2017	415
76	277.152	263.01224	260.7751	0.233931	0.780005	(33.82, 134.2)	(33.82316970825195, 134.20437622070312)	0.536421	(33.826, 134.2)	(33.82316970825195, 134.20437622070312)	0.512524	54.53	16.03	1,242	1	22,071	58,121	1	9.070005	9.850011	0	null	null	0	null	null	0	null	null	null	null	33.826	134.2	2.04429	1	01APR2017	415
77	285.40686	267.3499	265.00354	0.181575	0.24	(35.2, 133.81)	(35.195430755615234, 133.81744384765625)	0.846477	(35.193, 133.825)	(35.195430755615234, 133.81744384765625)	0.739109	53.61	15.89	940	1	22,214	58,121	6	1.389999	1.629999	0	null	null	0	null	null	0	null	null	null	null	35.193	133.825	0.98323	1	01APR2017	415
78	285.40686	267.3499	265.00354	0.186031	0.3	(35.2, 133.81)	(35.205020904541016, 133.81471252441406)	0.703172	(35.204, 133.814)	(35.205020904541016, 133.81471252441406)	0.130531	53.61	15.89	999	1	22,215	58,121	6	1.449999	1.749999	0	null	null	0	null	null	0	null	null	null	null	35.204	133.814	1.32084	1	01APR2017	415
79	286.62436	264.74295	264.0184	0.217222	0.24	(35.65, 133.68)	(35.6462287902832, 133.6881561279297)	0.848922	(35.641, 133.693)	(35.6462287902832, 133.6881561279297)	0.727342	53.4	15.98	-9,999	2	22,261	58,121	5	1.149999	1.389999	0	null	null	0	null	null	0	null	null	null	null	35.641	133.693	1.74802	1	01APR2017	415
80	286.62436	264.74295	264.0184	0.15484	0.3	(35.65, 133.68)	(35.65581512451172, 133.6853790283203)	0.808432	(35.652, 133.682)	(35.65581512451172, 133.6853790283203)	0.522314	53.4	15.98	-9,999	2	22,262	58,121	5	1.149999	1.449999	0	null	null	0	null	null	0	null	null	null	null	35.652	133.682	0.94878	1	01APR2017	415
81	284.34732	267.167	264.41403	0.15484	0	(36.1, 133.56)	(36.10649490356445, 133.55496215820312)	0.851568	(36.105, 133.564)	(36.10649490356445, 133.55496215820312)	0.830529	53.08	15.91	-9,999	2	22,309	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	36.105	133.564	0.90744	0	01APR2017	415
82	279.8707	268.43726	265.199	0.128105	0	(36.35, 133.48)	(36.35575485229492, 133.48231506347656)	0.67155	(36.357, 133.489)	(36.35575485229492, 133.48231506347656)	0.615718	52.91	15.89	-9,999	2	22,335	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	36.357	133.489	0.55605	0	01APR2017	415
83	276.863	267.89575	264.80756	0.121421	0.06	(36.61, 133.41)	(36.61456298828125, 133.40650939941406)	0.594905	(36.622, 133.408)	(36.61456298828125, 133.40650939941406)	0.835991	52.73	15.84	-9,999	2	22,362	58,121	6	1.149999	1.209999	0	null	null	0	null	null	0	null	null	null	null	36.622	133.408	0.54916	1	01APR2017	415
84	285.81897	265.68558	263.81982	0.152612	0.24	(36.91, 133.31)	(36.91166687011719, 133.31900024414062)	0.823117	(36.913, 133.312)	(36.91166687011719, 133.31900024414062)	0.641122	52.53	15.82	-9,999	2	22,393	58,121	6	0.97	1.209999	0	null	null	0	null	null	0	null	null	null	null	36.913	133.312	0.80409	1	01APR2017	415
85	283.2428	265.3101	262.21158	0.17155	0.659999	(37.47, 133.15)	(37.46738815307617, 133.15386962890625)	0.448565	(37.476, 133.156)	(37.46738815307617, 133.15386962890625)	0.9742	52.12	15.74	-9,999	2	22,451	58,121	5	0.79	1.449999	0	null	null	0	null	null	0	null	null	null	null	37.476	133.156	1.09347	1	01APR2017	415
86	283.2428	265.3101	262.21158	0.17155	0.3	(37.47, 133.15)	(37.476966857910156, 133.1510009765625)	0.778281	(37.476, 133.156)	(37.476966857910156, 133.1510009765625)	0.455014	52.12	15.74	-9,999	2	22,452	58,121	5	0.79	1.089999	0	null	null	0	null	null	0	null	null	null	null	37.476	133.156	1.09347	1	01APR2017	415
87	281.37085	265.87253	263.42102	0.132561	0	(37.78, 133.06)	(37.78348922729492, 133.05906677246094)	0.395907	(37.785, 133.067)	(37.78348922729492, 133.05906677246094)	0.718668	51.9	15.7	-9,999	2	22,484	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	37.785	133.067	0.54227	0	01APR2017	415
88	275.6716	265.87253	263.81982	0.124763	0	(38.51, 132.83)	(38.51123809814453, 132.83837890625)	0.743619	(38.51, 132.839)	(38.51123809814453, 132.83837890625)	0.147727	51.4	15.61	-9,999	2	22,560	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	38.51	132.839	0.28045	0	01APR2017	415
89	272.7554	258.99762	255.1782	0.157068	0.18	(39.29, 132.61)	(39.28647994995117, 132.599365234375)	0.997263	(39.283, 132.59)	(39.28647994995117, 132.599365234375)	0.89563	50.81	15.47	-9,999	2	22,641	58,121	6	0.79	0.97	0	null	null	0	null	null	0	null	null	null	null	39.283	132.59	0.91433	1	01APR2017	415
90	271.69855	258.79037	255.1782	0.16041	0	(39.35, 132.58)	(39.34388732910156, 132.5814971923828)	0.690805	(39.351, 132.585)	(39.34388732910156, 132.5814971923828)	0.845423	50.79	15.49	-9,999	2	22,647	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	39.351	132.585	0.56983	0	01APR2017	415
91	271.69855	258.79037	255.1782	0.16041	0	(39.35, 132.58)	(39.35345458984375, 132.57852172851562)	0.404149	(39.351, 132.585)	(39.35345458984375, 132.57852172851562)	0.621346	50.79	15.49	-9,999	2	22,648	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	39.351	132.585	0.56983	0	01APR2017	415
92	265.07104	258.79037	255.84645	0.178233	1.619999	(39.88, 132.41)	(39.87959671020508, 132.4136505126953)	0.315471	(39.881, 132.416)	(39.87959671020508, 132.4136505126953)	0.254304	50.4	15.4	-9,999	2	22,703	58,121	2	1.869999	3.489997	0	null	null	0	null	null	0	null	null	null	null	39.881	132.416	0.50093	1	01APR2017	415
93	287.21274	244.42706	244.57617	0.204968	2.819998	(40.52, 132.21)	(40.52027130126953, 132.21014404296875)	0.032506	(40.524, 132.212)	(40.52027130126953, 132.21014404296875)	0.442916	49.92	15.3	-9,999	2	22,770	58,121	3	0.85	3.669997	0	null	null	0	null	null	0	null	null	null	null	40.524	132.212	1.77558	1	01APR2017	415
94	270.21136	261.8331	259.52106	0.121421	0	(41.39, 131.94)	(41.389957427978516, 131.9288330078125)	0.933989	(41.393, 131.94)	(41.389957427978516, 131.9288330078125)	0.993206	49.26	15.14	-9,999	2	22,861	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	41.393	131.94	0.30801	0	01APR2017	415
95	270.5921	261.8331	259.94147	0.116966	0	(41.44, 131.91)	(41.4472770690918, 131.9100799560547)	0.808237	(41.447, 131.916)	(41.4472770690918, 131.9100799560547)	0.495659	49.22	15.13	-9,999	2	22,867	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	41.447	131.916	0.28045	0	01APR2017	415
96	271.33548	261.4354	259.73157	0.113624	0	(41.5, 131.89)	(41.49504470825195, 131.89443969726562)	0.663562	(41.501, 131.892)	(41.49504470825195, 131.89443969726562)	0.692076	49.19	15.13	-9,999	2	22,872	58,121	0	null	null	0	null	null	0	null	null	0	null	null	null	null	41.501	131.892	0.29423	0	01APR2017	415
97	271.33548	261.4354	259.73157	0.113624	0.18	(41.5, 131.89)	(41.50459671020508, 131.8913116455078)	0.522141	(41.501, 131.892)	(41.50459671020508, 131.8913116455078)	0.403577	49.19	15.13	-9,999	2	22,873	58,121	6	0.79	0.97	0	null	null	0	null	null	0	null	null	null	null	41.501	131.892	0.29423	1	01APR2017	415
98	284.13013	267.167	267.12613	0.141473	1.319999	(43.85, 131.09)	(43.852447509765625, 131.09779357910156)	0.683115	(43.851, 131.094)	(43.852447509765625, 131.09779357910156)	0.344829	47.38	14.73	316	1	23,119	58,121	3	2.289999	3.609997	0	null	null	0	null	null	0	null	null	null	null	43.851	131.094	1.30706	1	01APR2017	415
99	287.59787	261.63455	259.94147	0.159296	1.019999	(43.9, 131.08)	(43.90011978149414, 131.08116149902344)	0.09426	(43.895, 131.084)	(43.90011978149414, 131.08116149902344)	0.612872	47.33	14.7	268	1	23,124	58,121	3	2.409998	3.429997	0	3.429997	3.429997	0	null	null	0	null	null	null	null	43.895	131.084	1.23816	1	01APR2017	415

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Why was it made?

It was made by collocating data from two satellites, INSAT-3DR and CLOUDSAT, dedicated for meteorology.
INSAT-3DR is a geostationary satellite over Indian region, while CLOUDSAT is a polar satellite dedicated for precise cloud observation.
Since CLOUDSAT is a polar satellite (altitude 450 KM), it can only look at one minute region at a time. But because of this we get precise cloud data (Cloudy-Clear distinction, Cloud Height and Cloud Thickness).
Since INSAT-3DR is a geostationary satellite (36,000 KM), it scans almost half of the globe every 30 minutes, with two pixel sizes (4KM × 4KM, and 1KM × 1KM).
Idea is to combine the power of both to approximate cloud data almost anywhere on earth at any given time.

How was it made?

INSAT-3DR (L1B) data and CLOUDSAT (2B-CLDCLASS-LIDAR) data were collected for the whole year of 2017 and collocated to get this final collocated dataset.
Collocation was done by taking readings from both satellites if their pixels were close to each other in both space (<= 4KM) and time (15 minutes).

Etymology and Information

BT (Brightness Temperature) - Measured in Kelvin, it's a measure of how hot a particular object is in a particular wavelength range. The lower the BT, the cooler the emission in that specific wavelength range.
VIS - Visible Region (0.55-0.75 µm). From this reading, Albedo is derived.
SWIR - Short Wave Infrared Region (1.55-1.70 µm). From this reading, radiance is derived.
MIR - Midwave Infrared Region (3.80-4.00 µm)
TIR1 - Thermal Infrared 1 Region (10.3-11.3 µm)
TIR2 - Thermal Infrared 2 Region (11.5-12.5 µm). From all the last 3 reading, brightness temperatures are derived.
The Brightness Temperature measured by satellites is the brightness temperature from the uppermost layer of the pixel. So if a pixel has clouds, its uppermost layer will be at an altitude (say 2-3 km from ground), thus lowering its Brightness Temperature as compared to a cloudless pixel.
Albedo - Fraction of the incident reflected by an object. Always less than 1. In general, if a pixel has clouds, it'll have higher albedo because of cloud's reflective properties.
Thickness - The total thickness of all cloud layers in a particular pixel. For example, if a pixel has 3 distinct cloud layers (1 km thick each), the total cloud thickness would be 3 km. This doesn't take the cloud's optical density into account, so caution is advised.
InsatCorTir - Coordinates of INSAT pixel's TIR1/TIR2 system.
InsatCorVis - Coordinates of INSAT pixel's VIS system.
CsatCorTir - Coordinates of Cloudsat's pixel that was used to collocate with InsatCorTir. The distance between InsatCorTis and CsatCorVis is VisOffset.
CsatCorVis - Coordinates of Cloudsat's pixel that was used to collocate with InsatCorVis. The distance between InsatCorVis and CsatCorTir is TirOffset. The lesser the offsets, the more reliable the readings.
LandSeaFlag - 1- Land, 2-Ocean, 3-Coast
SolarElevation - 90 degrees when sun is overhead, 0 when sun is rising or setting.

SatElevation - 0 degree when satellite is overhead. ± 90 degrees when satellite is on the horizon.
Elevation - Height above Sea Level. -9999 indicates ocean. 9999 indicates error in height calculation.
Profile - A profile is equivalent to one pixel for CLOUDSAT. In one orbit, it makes approximately 40K profiles, accounting to a length of 1.12KM/profile along the satellite's orbit. Profile number is just the number of profile, starting from 0 when CLOUDSAT starts a new orbit.
Orbit - Total number of orbits completed by CLOUDSAT at that time.
A single slice of atmosphere of length and breadth 1 KM, can have at max 5 separate cloud layers. It is very rare to have more layers than that, although not impossible. So CLOUDSAT is designed to measure data of 5 cloud layers only.
c1type, c2type, c3type, c4type, c5type - Types of clouds in 1st, 2nd, 3rd, 4th and 5th cloud layer.

cloud base height, top height are the height of cloud base and cloud top from the ground. Thus for any given cloud, top height > base height.
All times are GST based. Time = 415 means, 04:15AM GST. Local time can be derived by using any of the coordinates.

What is the purpose of the dataset?

It can be used to evaluate cloud-data (cloudy/clear distinction, cloud top height etc.) from brightness temperatures. Brightness temperatures are readily available to us every 30 minutes.

Downloads last month: 12

Size of downloaded dataset files:

323 MB

Size of the auto-converted Parquet files:

167 MB

Number of rows:

984,163