Monthly and spatially resolved black carbon emission inventory of India: uncertainty analysis

Paliwal, Umed; Sharma, Mukesh; Burkhart, John F.

doi:10.5194/acp-16-12457-2016

Articles | Volume 16, issue 19

https://doi.org/10.5194/acp-16-12457-2016

© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.

https://doi.org/10.5194/acp-16-12457-2016

© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.

Articles | Volume 16, issue 19

Research article

|

05 Oct 2016

Research article |

| 05 Oct 2016

Monthly and spatially resolved black carbon emission inventory of India: uncertainty analysis

Umed Paliwal, Mukesh Sharma, and John F. Burkhart

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Total article views: 5,679 (including HTML, PDF, and XML)

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Views and downloads (calculated since 26 Jan 2016)

Month	HTML	PDF	XML	Total
Jan 2016	145	65	3	213
Feb 2016	70	33	3	106
Mar 2016	39	21	1	61
Apr 2016	17	15	0	32
May 2016	18	5	0	23
Jun 2016	5	11	2	18
Jul 2016	3	12	0	15
Aug 2016	6	8	2	16
Sep 2016	5	5	0	10
Oct 2016	138	52	6	196
Nov 2016	18	9	5	32
Dec 2016	10	7	0	17
Jan 2017	33	29	1	63
Feb 2017	15	12	0	27
Mar 2017	39	22	2	63
Apr 2017	28	30	0	58
May 2017	38	19	2	59
Jun 2017	20	11	3	34
Jul 2017	22	19	0	41
Aug 2017	19	25	0	44
Sep 2017	15	18	1	34
Oct 2017	20	21	1	42
Nov 2017	14	23	0	37
Dec 2017	16	13	0	29
Jan 2018	12	25	0	37
Feb 2018	13	19	0	32
Mar 2018	13	23	1	37
Apr 2018	11	22	0	33
May 2018	16	23	0	39
Jun 2018	7	19	0	26
Jul 2018	6	20	0	26
Aug 2018	14	16	1	31
Sep 2018	24	24	0	48
Oct 2018	18	17	2	37
Nov 2018	10	17	0	27
Dec 2018	4	9	1	14
Jan 2019	7	15	1	23
Feb 2019	11	11	0	22
Mar 2019	14	12	2	28
Apr 2019	15	11	0	26
May 2019	16	20	1	37
Jun 2019	13	8	0	21
Jul 2019	16	18	0	34
Aug 2019	17	13	0	30
Sep 2019	19	23	1	43
Oct 2019	10	5	1	16
Nov 2019	8	17	0	25
Dec 2019	8	8	1	17
Jan 2020	13	12	1	26
Feb 2020	11	5	2	18
Mar 2020	7	7	3	17
Apr 2020	12	14	3	29
May 2020	6	5	5	16
Jun 2020	25	21	1	47
Jul 2020	14	22	3	39
Aug 2020	12	12	2	26
Sep 2020	12	17	3	32
Oct 2020	10	7	0	17
Nov 2020	13	12	1	26
Dec 2020	22	11	0	33
Jan 2021	23	17	0	40
Feb 2021	23	17	0	40
Mar 2021	17	9	1	27
Apr 2021	22	12	1	35
May 2021	22	10	2	34
Jun 2021	16	14	3	33
Jul 2021	12	15	0	27
Aug 2021	12	14	0	26
Sep 2021	20	16	3	39
Oct 2021	17	38	2	57
Nov 2021	30	36	3	69
Dec 2021	20	22	1	43
Jan 2022	17	42	2	61
Feb 2022	29	23	2	54
Mar 2022	14	12	1	27
Apr 2022	16	12	2	30
May 2022	13	15	2	30
Jun 2022	16	16	1	33
Jul 2022	12	15	1	28
Aug 2022	21	13	1	35
Sep 2022	21	10	1	32
Oct 2022	15	4	2	21
Nov 2022	24	16	1	41
Dec 2022	9	11	1	21
Jan 2023	18	17	1	36
Feb 2023	23	24	0	47
Mar 2023	33	18	6	57
Apr 2023	9	17	1	27
May 2023	40	19	0	59
Jun 2023	42	16	1	59
Jul 2023	38	12	1	51
Aug 2023	48	21	4	73
Sep 2023	76	22	3	101
Oct 2023	127	15	1	143
Nov 2023	119	8	0	127
Dec 2023	46	15	1	62
Jan 2024	40	11	1	52
Feb 2024	42	18	0	60
Mar 2024	48	25	1	74
Apr 2024	55	24	3	82
May 2024	18	29	2	49
Jun 2024	18	13	3	34
Jul 2024	22	12	4	38
Aug 2024	28	12	1	41
Sep 2024	21	10	0	31
Oct 2024	22	11	0	33
Nov 2024	21	14	4	39
Dec 2024	28	11	0	39
Jan 2025	30	20	2	52
Feb 2025	42	12	6	60
Mar 2025	19	10	1	30
Apr 2025	29	29	3	61
May 2025	45	22	0	67
Jun 2025	67	19	6	92
Jul 2025	27	31	0	58
Aug 2025	29	30	1	60
Sep 2025	39	18	2	59
Oct 2025	47	29	2	78
Nov 2025	62	37	5	104
Dec 2025	53	42	2	97
Jan 2026	68	35	13	116
Feb 2026	37	28	3	68
Mar 2026	41	29	5	75

Cumulative views and downloads (calculated since 26 Jan 2016)

Month	HTML	PDF	XML	Total
Jan 2016	145	65	3	213
Feb 2016	70	33	3	106
Mar 2016	39	21	1	61
Apr 2016	17	15	0	32
May 2016	18	5	0	23
Jun 2016	5	11	2	18
Jul 2016	3	12	0	15
Aug 2016	6	8	2	16
Sep 2016	5	5	0	10
Oct 2016	138	52	6	196
Nov 2016	18	9	5	32
Dec 2016	10	7	0	17
Jan 2017	33	29	1	63
Feb 2017	15	12	0	27
Mar 2017	39	22	2	63
Apr 2017	28	30	0	58
May 2017	38	19	2	59
Jun 2017	20	11	3	34
Jul 2017	22	19	0	41
Aug 2017	19	25	0	44
Sep 2017	15	18	1	34
Oct 2017	20	21	1	42
Nov 2017	14	23	0	37
Dec 2017	16	13	0	29
Jan 2018	12	25	0	37
Feb 2018	13	19	0	32
Mar 2018	13	23	1	37
Apr 2018	11	22	0	33
May 2018	16	23	0	39
Jun 2018	7	19	0	26
Jul 2018	6	20	0	26
Aug 2018	14	16	1	31
Sep 2018	24	24	0	48
Oct 2018	18	17	2	37
Nov 2018	10	17	0	27
Dec 2018	4	9	1	14
Jan 2019	7	15	1	23
Feb 2019	11	11	0	22
Mar 2019	14	12	2	28
Apr 2019	15	11	0	26
May 2019	16	20	1	37
Jun 2019	13	8	0	21
Jul 2019	16	18	0	34
Aug 2019	17	13	0	30
Sep 2019	19	23	1	43
Oct 2019	10	5	1	16
Nov 2019	8	17	0	25
Dec 2019	8	8	1	17
Jan 2020	13	12	1	26
Feb 2020	11	5	2	18
Mar 2020	7	7	3	17
Apr 2020	12	14	3	29
May 2020	6	5	5	16
Jun 2020	25	21	1	47
Jul 2020	14	22	3	39
Aug 2020	12	12	2	26
Sep 2020	12	17	3	32
Oct 2020	10	7	0	17
Nov 2020	13	12	1	26
Dec 2020	22	11	0	33
Jan 2021	23	17	0	40
Feb 2021	23	17	0	40
Mar 2021	17	9	1	27
Apr 2021	22	12	1	35
May 2021	22	10	2	34
Jun 2021	16	14	3	33
Jul 2021	12	15	0	27
Aug 2021	12	14	0	26
Sep 2021	20	16	3	39
Oct 2021	17	38	2	57
Nov 2021	30	36	3	69
Dec 2021	20	22	1	43
Jan 2022	17	42	2	61
Feb 2022	29	23	2	54
Mar 2022	14	12	1	27
Apr 2022	16	12	2	30
May 2022	13	15	2	30
Jun 2022	16	16	1	33
Jul 2022	12	15	1	28
Aug 2022	21	13	1	35
Sep 2022	21	10	1	32
Oct 2022	15	4	2	21
Nov 2022	24	16	1	41
Dec 2022	9	11	1	21
Jan 2023	18	17	1	36
Feb 2023	23	24	0	47
Mar 2023	33	18	6	57
Apr 2023	9	17	1	27
May 2023	40	19	0	59
Jun 2023	42	16	1	59
Jul 2023	38	12	1	51
Aug 2023	48	21	4	73
Sep 2023	76	22	3	101
Oct 2023	127	15	1	143
Nov 2023	119	8	0	127
Dec 2023	46	15	1	62
Jan 2024	40	11	1	52
Feb 2024	42	18	0	60
Mar 2024	48	25	1	74
Apr 2024	55	24	3	82
May 2024	18	29	2	49
Jun 2024	18	13	3	34
Jul 2024	22	12	4	38
Aug 2024	28	12	1	41
Sep 2024	21	10	0	31
Oct 2024	22	11	0	33
Nov 2024	21	14	4	39
Dec 2024	28	11	0	39
Jan 2025	30	20	2	52
Feb 2025	42	12	6	60
Mar 2025	19	10	1	30
Apr 2025	29	29	3	61
May 2025	45	22	0	67
Jun 2025	67	19	6	92
Jul 2025	27	31	0	58
Aug 2025	29	30	1	60
Sep 2025	39	18	2	59
Oct 2025	47	29	2	78
Nov 2025	62	37	5	104
Dec 2025	53	42	2	97
Jan 2026	68	35	13	116
Feb 2026	37	28	3	68
Mar 2026	41	29	5	75

Latest update: 25 Mar 2026

Short summary

The article presents a comprehensive and unique emissions inventory for black carbon in India for the year 2011. It is a unique assessment of emissions in that it i) provides a temporally varying emissions estimate for all of India, ii) provides the inventory on a 40 × 40 km² grid, and iii) includes sources previously not considered (cell tower and small commercial generators and kerosene lamps).