Practical recommendations and limitations for pushbroom hyperspectral imaging of tree stems

被引:1
|
作者
Juola, Jussi [1 ]
Hovi, Aarne [1 ]
Rautiainen, Miina [1 ]
机构
[1] Aalto Univ, Sch Engn, Dept Built Environm, Box 14100, Espoo 00076, Finland
基金
欧洲研究理事会;
关键词
Forest; Reflectance; Spectra; Bark; Hyperspectral; Field spectroscopy; Imaging; LEAF-AREA INDEX; CANOPY;
D O I
10.1016/j.rse.2023.113837
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this short communication, we present a pilot study testing a new close-range sensing technology - a portable, pushbroom hyperspectral camera - in varying field conditions in forests. We evaluate how measurement conditions affect the in situ collection of stem bark spectra. In situ spectral libraries of woody elements are needed in, e.g., physically-based remote sensing applications, biodiversity mapping, and 3D vegetation modeling. Recent technological advancements bring portable and close-range capable sensors, such as small pushbroom imaging spectrometers, for consumer and research use. However, it is important to investigate the strengths and limitations of sensors utilizing pushbroom technology. Spectral measurements under forest canopies are challenging due to varying illumination conditions, which can have a significant effect on the quality of the data. We acquired hyperspectral reflectance images of Norway spruce (Picea abies (L.) Karst), Scots pine (Pinus sylvestris L.), and silver birch (Betula pendula Roth) stem bark directly in the forest. For each tree we collected reflectance images at 30-minute intervals throughout a day from a fixed view angle. The most significant change in the measured spectra occurred due to spatially varying irradiance between the white reference panel and the bark surface. The spatial variation of irradiance had the largest effect on data quality in visible and red-edge regions, and the smallest in near-infrared. In non-diffuse conditions, changes in irradiance were often unpredictable as clouds or canopy elements moved in and out of the direct solar beams. Diffuse overcast days with clouds can extend the time window for measurements, making it a practical choice for acquiring hyperspectral images of stem bark. We concluded that with a well-planned measurement set-up it is possible to improve the precision of in situ collected spectra of stem bark.
引用
收藏
页数:10
相关论文
共 50 条
  • [41] Whole-genome sequencing approaches for conservation biology: Advantages, limitations and practical recommendations
    Fuentes-Pardo, Angela P.
    Ruzzante, Daniel E.
    MOLECULAR ECOLOGY, 2017, 26 (20) : 5369 - 5406
  • [42] Classification of Tree Species at the Leaf Level based on Hyperspectral Imaging Technology
    Yang, R.
    Kan, J.
    JOURNAL OF APPLIED SPECTROSCOPY, 2020, 87 (01) : 184 - 193
  • [43] Classification of Tree Species at the Leaf Level based on Hyperspectral Imaging Technology
    R. Yang
    J. Kan
    Journal of Applied Spectroscopy, 2020, 87 : 184 - 193
  • [44] An application based on the decision tree to classify the marbling of beef by hyperspectral imaging
    Velasquez, Lia
    Cruz-Tirado, J. P.
    Siche, Raul
    Quevedo, Roberto
    MEAT SCIENCE, 2017, 133 : 43 - 50
  • [45] Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements
    Walke, Anna
    Black, David
    Valdes, Pablo A.
    Stummer, Walter
    Koenig, Simone
    Suero-Molina, Eric
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [46] Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements
    Anna Walke
    David Black
    Pablo A. Valdes
    Walter Stummer
    Simone König
    Eric Suero-Molina
    Scientific Reports, 13
  • [47] Technical note: Conservative storage of water vapour - practical in situ sampling of stable isotopes in tree stems
    Magh, Ruth-Kristina
    Gralher, Benjamin
    Herbstritt, Barbara
    Kubert, Angelika
    Lim, Hyungwoo
    Lundmark, Tomas
    Marshall, John
    HYDROLOGY AND EARTH SYSTEM SCIENCES, 2022, 26 (13) : 3573 - 3587
  • [48] Echocardiographic Imaging Challenges in Obesity: Guideline Recommendations and Limitations of Adjusting to Body Size
    Singh, Maninder
    Sethi, Anuradha
    Mishra, Abhishek K.
    Subrayappa, Navin K.
    Stapleton, Dwight D.
    Pellikka, Patricia A.
    JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2020, 9 (02):
  • [49] Imaging after laparoscopic sleeve gastrectomy - literature review with practical recommendations
    Deregowska-Cylke, Malgorzata
    Palczewski, Piotr
    Cylke, Radoslaw
    Ziemianski, Pawel
    Lisik, Wojciech
    Golebiowski, Marek
    POLISH JOURNAL OF RADIOLOGY, 2021, 86 : E325 - E334
  • [50] Hyperspectral imaging as an emerging tool to analyze microplastics: A systematic review and recommendations for future development
    Andrea Faltynkova
    Geir Johnsen
    Martin Wagner
    Microplastics and Nanoplastics, 1 (1):