{"id":2682,"date":"2019-12-25T22:31:32","date_gmt":"2019-12-25T19:31:32","guid":{"rendered":"https:\/\/jfsi.ru\/?p=2682"},"modified":"2020-07-19T22:54:07","modified_gmt":"2020-07-19T19:54:07","slug":"2-4-2019-belova_ershov","status":"publish","type":"post","link":"https:\/\/jfsi.ru\/en\/2-4-2019-belova_ershov\/","title":{"rendered":"Using LANDSAT time series for assessing reforestation on clear cuts in Bryansk region"},"content":{"rendered":"<p style=\"text-align: left;\" align=\"CENTER\"><span style=\"font-family: times new roman, times, serif; color: #000000;\"><span style=\"font-size: medium;\"><span lang=\"en-US\"><b><span style=\"color: #000000;\"><span style=\"font-family: 'times new roman', times, serif;\"><strong>\u00a9 <\/strong><strong>2019<\/strong><\/span><\/span><\/b><\/span><\/span><\/span><\/p>\n<p style=\"text-align: right;\" align=\"CENTER\"><a href=\"https:\/\/jfsi.ru\/wp-content\/uploads\/2019\/12\/2-4-2019-Belova_Ershov.pdf\"><span style=\"font-family: georgia, palatino, serif;\"><em>full text<\/em><\/span><\/a><\/p>\n<p align=\"CENTER\"><span style=\"font-family: times new roman, times, serif; color: #000000;\"><span style=\"font-size: medium;\"><span lang=\"en-US\"><b>E.I. Belova<strong><sup>*<\/sup><\/strong>, D.V. Ershov<\/b><\/span><\/span><\/span><\/p>\n<p align=\"CENTER\"><span style=\"font-family: times new roman, times, serif; color: #000000;\"><span style=\"font-size: medium;\"><span lang=\"en-US\"><i>Center for Forest Ecology and Productivity of RAS<\/i><\/span><\/span><\/span><\/p>\n<p align=\"CENTER\"><span style=\"font-family: times new roman, times, serif; color: #000000;\"><span style=\"font-size: medium;\"><span lang=\"en-US\"><i>Profsoyuznaya st. 84\/32 bldg. 14, Moscow, 117997, Russia<\/i><\/span><\/span><\/span><\/p>\n<p align=\"CENTER\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span style=\"font-size: medium;\"><span lang=\"en-US\"><strong><sup>*<\/sup><\/strong>E-mail: <\/span><\/span><u><a style=\"color: #000000;\" href=\"mailto:belova@ifi.rssi.ru\"><span style=\"font-size: medium;\"><span lang=\"en-US\">belova@ifi.rssi.ru<\/span><\/span><\/a><\/u><\/span><\/p>\n<p align=\"CENTER\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span style=\"font-size: medium;\"><span lang=\"en-US\">Reseived 23 September 2019<\/span><\/span><\/span><\/p>\n<p align=\"JUSTIFY\"><span style=\"font-family: times new roman, times, serif; color: #000000;\"><span style=\"font-size: medium;\"><span lang=\"en-US\">This paper submitted the method of remote sensed estimate the forest artificial regeneration (tree planting). The objective was to designate the moment of transition from clear cuts to forested lands. The studies took place in Suzemskoe forestry in Bryansk region. We used a forest taxation data and annual cloud-free Landsat composite images (2002 &#8211; 2015 years). Vegetation indexes (NDVI and SWVI) were calculated by the time series of cloud-free composite images. The database of the ages of transition of clear cuts to artificial regeneration was compiled based on taxation data from forest inventory of the forestries (2003 y.). Cumulative values of vegetation indexes for the whole study period were calculated from the time series for the whole period. Examining the NDVI-SWVI indexes of the artificial regeneration sites allowed finding the linear relationship, the incline of the linear regression and thresholds of clear cuts transitioning to forested lands. The method was tested for Steklyanskoe, Krasnoslobodskoe and Kokorevskoe forestries. The correct classification of the clear cuts transitioned to the regrowth category reached 80.1%.<\/span><\/span><\/span><\/p>\n<p align=\"JUSTIFY\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span style=\"font-size: medium;\"><span lang=\"en-US\"><b>Key words:<\/b><\/span><\/span> <span style=\"font-size: medium;\"><span lang=\"en-US\"><i>reforestation, artificial regeneration, forest regrowth, time series, vegetation indexes, NDVI, SWVI.<\/i><\/span><\/span><\/span><\/p>\n<p align=\"CENTER\"><span style=\"font-family: times new roman, times, serif; color: #000000;\"><span style=\"font-size: medium;\"><span lang=\"en-US\"><b>REFERENCES<\/b><\/span><\/span><\/span><\/p>\n<p class=\"western\" align=\"JUSTIFY\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span lang=\"en-US\">Belova E.I., Ershov D.V., Opyt ocenki estestvennogo lesovosstanovlenija na sploshnyh vyrubkah po vremennym rjadam LANDSAT (Assessing reforestation on clear cuts based on Landsat time series), <\/span><span lang=\"en-US\"><i>Lesovedenie<\/i><\/span><span lang=\"en-US\">, 2015, Vol. 5, pp. 339-345.<\/span><\/span><\/p>\n<p class=\"western\" align=\"JUSTIFY\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span lang=\"en-US\">Belova E.I., Ershov D.V., Predvaritel&#8217;naja obrabotka vremennyh serij izobrazhenij Landsat-TM\/ETM+ pri sozdanii bezoblachnyh kompozitnyh izobrazhenij mestnosti (Preprocessing Landsat TM\/ETM+ data sets for creating cloud-free composite imagery), <\/span><span lang=\"en-US\"><i>Sovremennye problemy distancionnogo zondirovanija Zemli iz kosmosa<\/i><\/span><span lang=\"en-US\">, 2011, Vol. 8, No. 1, pp. 73-82.<\/span><\/span><\/p>\n<p class=\"western\" align=\"JUSTIFY\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span lang=\"en-US\">http:\/\/www.consultant.ru\/document\/cons_doc_LAW_296757\/77e0bc4c1b732cffc4ef23c2113effb964769f33\/<\/span><span lang=\"en-US\">\u00a0(2019, 28 August)<\/span><\/span><\/p>\n<p class=\"western\" align=\"JUSTIFY\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span lang=\"en-US\">http:\/\/www.consultant.ru\/document\/cons_doc_LAW_64299\/710f2a2a776bb8cff9e204556177d7cb26f79dee\/<\/span><span lang=\"en-US\">\u00a0(2019, 28 August)<\/span><\/span><\/p>\n<p class=\"western\" align=\"JUSTIFY\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span lang=\"en-US\">http:\/\/www.consultant.ru\/document\/cons_doc_LAW_207285\/4f0faeaf51f7cf71d1e928c355da9b3db3d3545d\/<\/span><span lang=\"en-US\">\u00a0(2019, 28 August)<\/span><\/span><\/p>\n<p class=\"western\" align=\"JUSTIFY\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span lang=\"en-US\">http:\/\/www.gks.ru\/wps\/wcm\/connect\/rosstat_main\/rosstat\/ru\/statistics\/environment\/#<\/span><span lang=\"en-US\">\u00a0(2019, 28 August)<\/span><\/span><\/p>\n<p class=\"western\" align=\"JUSTIFY\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span lang=\"en-US\">Hansen M.C., Potapov P.V., Moore R., Turubanova S.A., Tyukavina A., Thau D., Stehman S.V., Goetz S.J., Loveland T R., Kommareddy A., Egorov A., Chini L., Justice C.O., Townshend J.R.G., High Resolution Global Maps of 21st Century Forest Cover Change, <\/span><span lang=\"en-US\"><i>Science<\/i><\/span><span lang=\"en-US\">, 2013, Vol. 342, pp. 850-853.<\/span><\/span><\/p>\n<p class=\"western\" align=\"JUSTIFY\"><span style=\"color: #000000; font-family: times new roman, times, serif;\"><span lang=\"en-US\">Potapov P.V., Turubanova S.A., Tyukavina A., Krylov A.M., McCarty J L., Radeloff V. C., Hansen M.C, Eastern Europe&#8217;s forest cover dynamics from 1985 to 2012 quantified from the full Landsat archive, <\/span><span lang=\"en-US\"><i>Remote Sensing of Environment<\/i><\/span><span lang=\"en-US\">, 2015, Vol. 159, pp. 28-43<\/span><span style=\"font-size: medium;\"><span lang=\"en-US\">.<\/span><\/span><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00a9 2019 full text E.I. Belova*, D.V. Ershov Center for Forest Ecology and Productivity of RAS Profsoyuznaya st. 84\/32 bldg. 14, Moscow, 117997, Russia *E-mail: belova@ifi.rssi.ru Reseived 23 September 2019 This paper submitted the&#46;&#46;&#46;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[14],"tags":[],"_links":{"self":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/2682"}],"collection":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/comments?post=2682"}],"version-history":[{"count":9,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/2682\/revisions"}],"predecessor-version":[{"id":3386,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/posts\/2682\/revisions\/3386"}],"wp:attachment":[{"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/media?parent=2682"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/categories?post=2682"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jfsi.ru\/en\/wp-json\/wp\/v2\/tags?post=2682"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}