Estimation of Postfire Reforestation with SAR Polarimetry and NDVI Time Series

被引：4
|
作者：
Bondur, Valery [1 ]
Chimitdorzhiev, Tumen [1 ,2 ]
Kirbizhekova, Irina [1 ,2 ]
Dmitriev, Aleksey [1 ,2 ]
机构：
[1] AEROCOSMOS Res Inst Aerosp Monitoring, Moscow 105064, Russia
[2] Inst Phys Mat Sci SB RAS, Ulan Ude 670047, Russia
来源：
FORESTS | 2022年 / 13卷 / 05期
关键词：
reforestation; SAR polarimetry; Cloude-Pottier decomposition; ALOS-2; PALSAR-2; NDVI; time series; seasonal changes; Landsat; SATELLITE; EMISSIONS; WILDFIRES; FOREST; TRENDS; AREAS;
D O I：
10.3390/f13050814
中图分类号：
S7 [林业];
学科分类号：
0829 ; 0907 ;
摘要：
This communication is devoted to the methodology of remote complex analysis of forest restoration after strong wildfires. It is proposed to quantify the projective leaf/needles area index by multispectral optical images. The increase in dimensions of trunks and branches commensurate with a radar wavelength of 24 cm is estimated using radar polarimetric data. It is shown that the growth's potential of aboveground biomass in different spots of test site ranges from 35 to 70% in the case under consideration. Such a new approach will make it possible to further consider more accurately the role of boreal forests as one of the largest carbon stocks.
引用
收藏
页数：10
相关论文
共 50 条
  • [1] Dense NDVI Time Series by Fusion of Optical and SAR-Derived Data
    Rosberg, Thomas
    Schmitt, Michael
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 7748 - 7758
  • [2] TOPOGRAPHY ESTIMATION USING SAR IMAGE POLARIMETRY
    Sabry, Ramin
    Mattar, Karim E.
    IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XX, 2014, 9244
  • [3] Contribution to Real-Time Estimation of Crop Phenological States in a Dynamical Framework Based on NDVI Time Series: Data Fusion With SAR and Temperature
    De Bernardis, Caleb
    Vicente-Guijalba, Fernando
    Martinez-Marin, Tomas
    Lopez-Sanchez, Juan M.
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 9 (08) : 3512 - 3523
  • [4] Phenology Based NDVI Time-series Compensation for Yield Estimation Analysis
    Aktas, Ayda F.
    Ustundag, B. Berk
    2017 6TH INTERNATIONAL CONFERENCE ON AGRO-GEOINFORMATICS, 2017, : 1 - 5
  • [5] Water Conservation Estimation Based on Time Series NDVI in the Yellow River Basin
    Zhang, Yangchengsi
    Du, Jiaqiang
    Guo, Long
    Sheng, Zhilu
    Wu, Jinhua
    Zhang, Jing
    REMOTE SENSING, 2021, 13 (06)
  • [6] TEMPORAL UPSAMPLING OF NDVI TIME SERIES BY RNN-BASED FUSION OF SPARSE OPTICAL AND DENSE SAR-DERIVED NDVI DATA
    Rossberg, Thomas
    Schmitt, Michael
    IGARSS 2023 - 2023 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, 2023, : 5990 - 5993
  • [7] Forest fire risk estimation from time series analysis of NOAA NDVI data
    Gabban, A
    Libertà, G
    San-Miguel-Ayanz, J
    Barbosa, P
    REMOTE SENSING FOR AGRICULTURE, ECOSYSTEMS, AND HYDROLOGY V, 2004, 5232 : 587 - 595
  • [8] Winter Wheat Area Estimation with MODIS-NDVI Time Series Based on Parcel
    Li Le
    Zhang Jin-shui
    Zhu Wen-quan
    Hu Tan-gao
    Hou Dong
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2011, 31 (05) : 1379 - 1383
  • [9] Contribution of Polarimetry and Multi-Incidence to Soil Moisture Estimation Over Agricultural Fields Based on Time Series of L-Band SAR Data
    Shi, Hontao
    Lopez-Sanchez, Juan M.
    Yang, Jie
    Li, Pingxiang
    Zhao, Lingli
    Zhao, Jinqi
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 14 : 300 - 313
  • [10] Rice Phenology Estimation Using SAR Time-series Data
    Cota, Napat
    Kasetkasem, Teerasit
    Rakwatin, Preesan
    Chanwimaluang, Thitiporn
    Kumazawa, Itsuo
    2015 6TH INTERNATIONAL CONFERENCE OF INFORMATION AND COMMUNICATION TECHNOLOGY FOR EMBEDDED SYSTEMS (IC-ICTES), 2015,
12345