Trends in normalized difference vegetation index (NDVI) associated with
urban development in northern West Siberia

Esau, Igor; Miles, Victoria V.; Davy, Richard; Miles, Martin W.; Kurchatova, Anna

doi:10.5194/acp-16-9563-2016

Articles | Volume 16, issue 15

https://doi.org/10.5194/acp-16-9563-2016

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

Special issue:

Pan-Eurasian Experiment (PEEX)

https://doi.org/10.5194/acp-16-9563-2016

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

Articles | Volume 16, issue 15

Research article

|

01 Aug 2016

Research article |

| 01 Aug 2016

Trends in normalized difference vegetation index (NDVI) associated with urban development in northern West Siberia

Igor Esau, Victoria V. Miles, Richard Davy, Martin W. Miles, and Anna Kurchatova

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Mar 2016	93	42	0	135
Apr 2016	27	13	1	41
May 2016	19	4	1	24
Jun 2016	12	2	1	15
Jul 2016	18	19	0	37
Aug 2016	76	29	0	105
Sep 2016	14	10	1	25
Oct 2016	17	8	0	25
Nov 2016	12	11	0	23
Dec 2016	7	4	0	11
Jan 2017	27	17	2	46
Feb 2017	14	9	1	24
Mar 2017	21	17	2	40
Apr 2017	34	25	0	59
May 2017	36	17	2	55
Jun 2017	19	6	1	26
Jul 2017	16	6	0	22
Aug 2017	12	15	0	27
Sep 2017	14	8	1	23
Oct 2017	18	15	1	34
Nov 2017	16	19	0	35
Dec 2017	45	12	0	57
Jan 2018	42	13	1	56
Feb 2018	36	12	0	48
Mar 2018	45	16	1	62
Apr 2018	56	20	1	77
May 2018	48	22	0	70
Jun 2018	39	14	1	54
Jul 2018	40	11	0	51
Aug 2018	54	16	0	70
Sep 2018	49	22	1	72
Oct 2018	49	22	1	72
Nov 2018	48	17	1	66
Dec 2018	38	13	1	52
Jan 2019	27	13	1	41
Feb 2019	58	11	0	69
Mar 2019	34	19	2	55
Apr 2019	30	18	1	49
May 2019	36	10	1	47
Jun 2019	33	10	0	43
Jul 2019	37	11	7	55
Aug 2019	35	9	0	44
Sep 2019	23	8	0	31
Oct 2019	36	10	1	47
Nov 2019	26	22	0	48
Dec 2019	35	12	1	48
Jan 2020	22	22	0	44
Feb 2020	9	23	1	33
Mar 2020	7	17	3	27
Apr 2020	11	20	0	31
May 2020	9	13	0	22
Jun 2020	21	27	1	49
Jul 2020	22	37	3	62
Aug 2020	18	12	2	32
Sep 2020	14	13	1	28
Oct 2020	12	15	0	27
Nov 2020	7	7	1	15
Dec 2020	17	9	1	27
Jan 2021	23	10	1	34
Feb 2021	16	10	1	27
Mar 2021	17	9	2	28
Apr 2021	26	19	1	46
May 2021	16	10	3	29
Jun 2021	12	13	0	25
Jul 2021	13	20	0	33
Aug 2021	22	16	4	42
Sep 2021	21	24	1	46
Oct 2021	15	46	1	62
Nov 2021	26	36	2	64
Dec 2021	31	24	0	55
Jan 2022	16	18	1	35
Feb 2022	18	13	1	32
Mar 2022	22	16	1	39
Apr 2022	23	13	1	37
May 2022	12	9	1	22
Jun 2022	15	9	2	26
Jul 2022	17	15	2	34
Aug 2022	21	13	2	36
Sep 2022	18	10	2	30
Oct 2022	16	12	2	30
Nov 2022	23	11	1	35
Dec 2022	10	15	1	26
Jan 2023	20	28	0	48
Feb 2023	27	16	1	44
Mar 2023	49	24	1	74
Apr 2023	148	23	1	172
May 2023	197	19	1	217
Jun 2023	162	9	1	172
Jul 2023	174	8	2	184
Aug 2023	45	13	2	60
Sep 2023	57	19	1	77
Oct 2023	82	19	1	102
Nov 2023	36	6	0	42
Dec 2023	74	28	3	105
Jan 2024	66	16	1	83
Feb 2024	68	14	1	83
Mar 2024	75	20	3	98
Apr 2024	65	13	2	80
May 2024	55	30	6	91
Jun 2024	64	15	1	80
Jul 2024	35	13	3	51
Aug 2024	60	17	2	79
Sep 2024	25	11	0	36
Oct 2024	47	13	0	60
Nov 2024	72	21	4	97
Dec 2024	31	28	0	59
Jan 2025	53	22	2	77
Feb 2025	68	10	4	82
Mar 2025	36	6	0	42
Apr 2025	70	23	0	93
May 2025	55	21	1	77
Jun 2025	58	14	2	74
Jul 2025	39	16	1	56
Aug 2025	83	23	3	109
Sep 2025	76	18	1	95
Oct 2025	49	23	0	72
Nov 2025	42	11	1	54

Cumulative views and downloads (calculated since 18 Mar 2016)

Month	HTML	PDF	XML	Total
Mar 2016	93	42	0	135
Apr 2016	27	13	1	41
May 2016	19	4	1	24
Jun 2016	12	2	1	15
Jul 2016	18	19	0	37
Aug 2016	76	29	0	105
Sep 2016	14	10	1	25
Oct 2016	17	8	0	25
Nov 2016	12	11	0	23
Dec 2016	7	4	0	11
Jan 2017	27	17	2	46
Feb 2017	14	9	1	24
Mar 2017	21	17	2	40
Apr 2017	34	25	0	59
May 2017	36	17	2	55
Jun 2017	19	6	1	26
Jul 2017	16	6	0	22
Aug 2017	12	15	0	27
Sep 2017	14	8	1	23
Oct 2017	18	15	1	34
Nov 2017	16	19	0	35
Dec 2017	45	12	0	57
Jan 2018	42	13	1	56
Feb 2018	36	12	0	48
Mar 2018	45	16	1	62
Apr 2018	56	20	1	77
May 2018	48	22	0	70
Jun 2018	39	14	1	54
Jul 2018	40	11	0	51
Aug 2018	54	16	0	70
Sep 2018	49	22	1	72
Oct 2018	49	22	1	72
Nov 2018	48	17	1	66
Dec 2018	38	13	1	52
Jan 2019	27	13	1	41
Feb 2019	58	11	0	69
Mar 2019	34	19	2	55
Apr 2019	30	18	1	49
May 2019	36	10	1	47
Jun 2019	33	10	0	43
Jul 2019	37	11	7	55
Aug 2019	35	9	0	44
Sep 2019	23	8	0	31
Oct 2019	36	10	1	47
Nov 2019	26	22	0	48
Dec 2019	35	12	1	48
Jan 2020	22	22	0	44
Feb 2020	9	23	1	33
Mar 2020	7	17	3	27
Apr 2020	11	20	0	31
May 2020	9	13	0	22
Jun 2020	21	27	1	49
Jul 2020	22	37	3	62
Aug 2020	18	12	2	32
Sep 2020	14	13	1	28
Oct 2020	12	15	0	27
Nov 2020	7	7	1	15
Dec 2020	17	9	1	27
Jan 2021	23	10	1	34
Feb 2021	16	10	1	27
Mar 2021	17	9	2	28
Apr 2021	26	19	1	46
May 2021	16	10	3	29
Jun 2021	12	13	0	25
Jul 2021	13	20	0	33
Aug 2021	22	16	4	42
Sep 2021	21	24	1	46
Oct 2021	15	46	1	62
Nov 2021	26	36	2	64
Dec 2021	31	24	0	55
Jan 2022	16	18	1	35
Feb 2022	18	13	1	32
Mar 2022	22	16	1	39
Apr 2022	23	13	1	37
May 2022	12	9	1	22
Jun 2022	15	9	2	26
Jul 2022	17	15	2	34
Aug 2022	21	13	2	36
Sep 2022	18	10	2	30
Oct 2022	16	12	2	30
Nov 2022	23	11	1	35
Dec 2022	10	15	1	26
Jan 2023	20	28	0	48
Feb 2023	27	16	1	44
Mar 2023	49	24	1	74
Apr 2023	148	23	1	172
May 2023	197	19	1	217
Jun 2023	162	9	1	172
Jul 2023	174	8	2	184
Aug 2023	45	13	2	60
Sep 2023	57	19	1	77
Oct 2023	82	19	1	102
Nov 2023	36	6	0	42
Dec 2023	74	28	3	105
Jan 2024	66	16	1	83
Feb 2024	68	14	1	83
Mar 2024	75	20	3	98
Apr 2024	65	13	2	80
May 2024	55	30	6	91
Jun 2024	64	15	1	80
Jul 2024	35	13	3	51
Aug 2024	60	17	2	79
Sep 2024	25	11	0	36
Oct 2024	47	13	0	60
Nov 2024	72	21	4	97
Dec 2024	31	28	0	59
Jan 2025	53	22	2	77
Feb 2025	68	10	4	82
Mar 2025	36	6	0	42
Apr 2025	70	23	0	93
May 2025	55	21	1	77
Jun 2025	58	14	2	74
Jul 2025	39	16	1	56
Aug 2025	83	23	3	109
Sep 2025	76	18	1	95
Oct 2025	49	23	0	72
Nov 2025	42	11	1	54

Latest update: 22 Nov 2025

Short summary

Vegetation cover in the remote and cold areas of northern West Siberia is rapidly changing. Analysis of summer maximum vegetation productivity index collected over 15 years (2000–2014) by Terra/Aqua satellites revealed “greening” over the northern (tundra/tundra-forest) and widespread “browning” over the southern (taiga) parts of the region. The vegetation changes around 28 urbanized areas were different. Many Siberian cities become greener even against wider browning trends at the background.