Frontiers in Remote Sensing | Remote Sensing Time Series Analysis section | New and Recent Articles https://www.frontiersin.org/journals/remote-sensing/sections/remote-sensing-time-series-analysis RSS Feed for Remote Sensing Time Series Analysis section in the Frontiers in Remote Sensing journal | New and Recent Articles en-us Frontiers Feed Generator,version:1 2026-05-13T23:06:25.645+00:00 60 https://www.frontiersin.org/articles/10.3389/frsen.2026.1737953 https://www.frontiersin.org/articles/10.3389/frsen.2026.1737953 <![CDATA[Recording seagrass growth in Mosquito Lagoon, Florida after Hurricanes Ian and Nicole]]> 2026-04-21T00:00:00Z Original Research Stephanie A. InsalacoHannah V. HerreroHailey F. VickichDominic B. Mashak https://www.frontiersin.org/articles/10.3389/frsen.2026.1786848 https://www.frontiersin.org/articles/10.3389/frsen.2026.1786848 <![CDATA[Study of the changes in the Curonian Lagoon shoreline strip (1995–2024), Lithuania]]> 2026-03-19T00:00:00Z Original Research Sérgio LousadaDainora JankauskienėGiedrė IvavičiūtėLina KuklienėIndrius KuklysBirutė RuzgienėVivita Pukite https://www.frontiersin.org/articles/10.3389/frsen.2026.1659305 https://www.frontiersin.org/articles/10.3389/frsen.2026.1659305 <![CDATA[Mapping small-sized logging disturbances in tropical forests using Sentinel-1 time series and an extensive ground truth dataset]]> 2026-03-11T00:00:00Z Original Research Audrey MercierJulie BetbederFrédéric MortierNicolas BarbierPierre PlotonGuillaume CornuPierre Couteron https://www.frontiersin.org/articles/10.3389/frsen.2026.1782148 https://www.frontiersin.org/articles/10.3389/frsen.2026.1782148 <![CDATA[Crop type mapping in the pre-Sentinel era using variable-length Landsat time-series and self-supervised learning]]> 2026-02-20T00:00:00Z Original Research Jayan WijesinghaIlze Beila https://www.frontiersin.org/articles/10.3389/frsen.2026.1723667 https://www.frontiersin.org/articles/10.3389/frsen.2026.1723667 <![CDATA[Evaluating the efficacy of hybrid deep learning models in assessing temporal night-time light trends for the cities of Cape Town, Durban and Johannesburg in South Africa]]> 2026-01-23T00:00:00Z Original Research Zandile MncubeSifiso XuluNkanyiso Mbatha https://www.frontiersin.org/articles/10.3389/frsen.2025.1705386 https://www.frontiersin.org/articles/10.3389/frsen.2025.1705386 <![CDATA[Terrestrial ecosystems are in transition]]> 2025-11-26T00:00:00Z Mini Review Huan WangYuchao YanDelong LiXiaojun LiXiangzhuo LiuLei FanMengjia WangYing YaoYiling CaiShijie YanZanpin XingYi ZhengYuqing LiuJean-Pierre Wigneron https://www.frontiersin.org/articles/10.3389/frsen.2025.1744233 https://www.frontiersin.org/articles/10.3389/frsen.2025.1744233 <![CDATA[Correction: Monitoring the dual-season hydrological dynamics of the Pong reservoir in Himachal Pradesh, India]]> 2025-11-18T00:00:00Z Correction Frontiers Production Office https://www.frontiersin.org/articles/10.3389/frsen.2025.1682140 https://www.frontiersin.org/articles/10.3389/frsen.2025.1682140 <![CDATA[Monitoring the dual-season hydrological dynamics of the Pong reservoir in Himachal Pradesh, India]]> 2025-11-11T00:00:00Z Original Research Rajesh SardaPankaj Kumar https://www.frontiersin.org/articles/10.3389/frsen.2025.1639845 https://www.frontiersin.org/articles/10.3389/frsen.2025.1639845 <![CDATA[Assessing antecedent climatic and hydrological conditions and anthropogenic impacts to drive catastrophic flooding in the northeastern United States]]> 2025-09-30T00:00:00Z Original Research Aashutosh AryalVenkataraman Lakshmi 0.5 m3/m3) during spring due to rapid snowmelt (seasonal decline of ∼97%) in all the periods considered in the study. Moreover, the summer precipitation fed excess water (∼50–60 mm more rainfall than the decadal average) into wetter ground conditions, overwhelming the region’s overall hydrology and water balance and causing significant flooding. In addition, ∼1,838 sq. km. of croplands and ∼1,363 sq. km. of forests transitioned into built-up areas in a decade, increasing impervious surface and further exacerbating flooding risk in the region.]]> https://www.frontiersin.org/articles/10.3389/frsen.2025.1611517 https://www.frontiersin.org/articles/10.3389/frsen.2025.1611517 <![CDATA[MODIS surface reflectance reconstruction based on an RTLSR inversion strategy with dynamically adjusted multi-surface parameters]]> 2025-07-09T00:00:00Z Original Research Junjie HuBo GaoHao MaHuili GongYuanyuan LiuJiahao LiuYinchuan FengHeping LinZiteng Wang https://www.frontiersin.org/articles/10.3389/frsen.2025.1588387 https://www.frontiersin.org/articles/10.3389/frsen.2025.1588387 <![CDATA[Integrating MODIS-derived indices for eucalyptus stand volume estimation: an evaluation of MODIS gross primary productivity]]> 2025-05-14T00:00:00Z Original Research Manizheh Rajab PourrahmatiGuerric Le MaireNicolas BaghdadiClayton Alcarde AlvaresJosé Luis StapeHenrique Ferraco ScolforoOtávio Camargo CampoeYann NouvellonJoannès Guillemot https://www.frontiersin.org/articles/10.3389/frsen.2025.1555887 https://www.frontiersin.org/articles/10.3389/frsen.2025.1555887 <![CDATA[BERT Bi-modal self-supervised learning for crop classification using Sentinel-2 and Planetscope]]> 2025-05-01T00:00:00Z Original Research Ankit PatnalaMartin G. SchultzJuergen Gall https://www.frontiersin.org/articles/10.3389/frsen.2025.1574347 https://www.frontiersin.org/articles/10.3389/frsen.2025.1574347 <![CDATA[Positive correlation between the Po River discharge and ocean colour trends of Chl and TSM in the Adriatic Sea]]> 2025-04-10T00:00:00Z Original Research Iacopo VonaSimone ColellaMichela SammartinoVittorio E. BrandoFederico Falcini https://www.frontiersin.org/articles/10.3389/frsen.2025.1544375 https://www.frontiersin.org/articles/10.3389/frsen.2025.1544375 <![CDATA[Spatiotemporal variability of chlorophyll-a concentration in the South Brazil Bight using 25 years of multi-sensor orbital data (1998–2022)]]> 2025-03-19T00:00:00Z Original Research João Felipe Cardoso dos SantosMilton KampelVincent Vantrepotte https://www.frontiersin.org/articles/10.3389/frsen.2024.1483295 https://www.frontiersin.org/articles/10.3389/frsen.2024.1483295 <![CDATA[Sentinel-1 (S1) time series alignment method for rapeseed fields mapping]]> 2025-02-19T00:00:00Z Original Research Saeideh MalekiNicolas BaghdadiSami NajemCassio Fraga DantasDino IencoHassan Bazzi https://www.frontiersin.org/articles/10.3389/frsen.2025.1542181 https://www.frontiersin.org/articles/10.3389/frsen.2025.1542181 <![CDATA[Past and future trends in swiss snow cover: multi-decades analysis using the snow observation from space algorithm]]> 2025-02-13T00:00:00Z Original Research Charlotte PoussinPablo TimonerPascal PeduzziGregory Giuliani https://www.frontiersin.org/articles/10.3389/frsen.2024.1480101 https://www.frontiersin.org/articles/10.3389/frsen.2024.1480101 <![CDATA[Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope]]> 2024-12-05T00:00:00Z Methods Ankit PatnalaScarlet StadtlerMartin G. SchultzJuergen Gall https://www.frontiersin.org/articles/10.3389/frsen.2024.1492534 https://www.frontiersin.org/articles/10.3389/frsen.2024.1492534 <![CDATA[Evaluating the applicability of landsat 8 data for global time series analysis]]> 2024-11-08T00:00:00Z Original Research Ehsan RahimiChuleui Jung https://www.frontiersin.org/articles/10.3389/frsen.2024.1280712 https://www.frontiersin.org/articles/10.3389/frsen.2024.1280712 <![CDATA[Detecting groundwater dependence and woody vegetation restoration with NDVI and moisture trend analyses in an Indonesian karst savanna]]> 2024-08-23T00:00:00Z Original Research Penelope GodwinSiyuan TianClément DuvertPenny WurmNorman Riwu KahoAndrew Edwards https://www.frontiersin.org/articles/10.3389/frsen.2024.1042624 https://www.frontiersin.org/articles/10.3389/frsen.2024.1042624 <![CDATA[Perspectives on modifiable spatiotemporal unit problems in remote sensing of agriculture: evaluating rice production in Vietnam and tools for analysis]]> 2024-06-21T00:00:00Z Original Research Brad G. PeterJoseph P. MessinaVictoria BreezeCadi Y. FungAbhinav KapoorPeilei Fan