Operational algae bloom detection in the Baltic Sea using GIS and AVHRR data

被引:7
|
作者
Kulawiak, Marcin [1 ]
机构
[1] Gdansk Univ Technol, Fac Elect Telecommun & Informat, Dept Geoinformat, Gabriela Narutowicza St 11-12, PL-80233 Gdansk, Poland
来源
BALTICA | 2016年 / 29卷 / 01期
关键词
GIS; algae; AVHRR; remote sensing; geovisual analytics; ATMOSPHERIC CORRECTION; CYANOBACTERIAL BLOOMS; CHLOROPHYLL; COASTAL; EUTROPHICATION; WATERS; SHAPE;
D O I
10.5200/baltica.2016.29.02
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
During the blooming season, algal colonies can, in extreme cases, cover up to 200 000 square kilometres of the Baltic Sea water surface. Because the position and shape of the blooms may significantly change in a very short time due to the influence of wind and waves, regular monitoring of the blooms' development is necessary. Currently, the desired monitoring frequency may only be achieved by means of remote sensing. The article presents a novel method of AVHRR data processing for the purpose of detection of algal blooms in the Baltic Sea. Instead of analysing the value of spectral reflectance of the algae, the algorithm analyses the frequency distribution of normalized difference in reflectance between the visible and near-infrared spectral bands. The proposed method has been implemented and tested as part of an operational Geographic Information System.
引用
收藏
页码:3 / 18
页数:16
相关论文
共 50 条
  • [1] Operational forecasts of algae blooms in the Baltic Sea
    Lake, Irene
    Funkquist, Lennart
    2008 IEEE/OES US/EU-BALTIC INTERNATIONAL SYMPOSIUM, 2008, : 531 - +
  • [2] Evaluating operational AVHRR sea surface temperature data at the coastline using surfers
    Brewin, Robert J. W.
    de Mora, Lee
    Billson, Oliver
    Jackson, Thomas
    Russell, Paul
    Brewin, Thomas G.
    Shutler, Jamie D.
    Miller, Peter I.
    Taylor, Benjamin H.
    Smyth, Tim J.
    Fishwick, James R.
    ESTUARINE COASTAL AND SHELF SCIENCE, 2017, 196 : 276 - 289
  • [3] Filtration of cloud cover for AVHRR data for the Baltic Sea region
    Rastoskuev, VV
    Shalina, EV
    EARTH OBSERVATION AND REMOTE SENSING, 1996, 14 (01): : 61 - 71
  • [4] Evaluating Operational AVHRR Sea Surface Temperature Data at the Coastline Using Benthic Temperature Loggers
    Brewin, Robert J. W.
    Smale, Dan A.
    Moore, Pippa J.
    Dall'Olmo, Giorgio
    Miller, Peter I.
    Taylor, Benjamin H.
    Smyth, Tim J.
    Fishwick, James R.
    Yang, Mingxi
    REMOTE SENSING, 2018, 10 (06)
  • [5] Operational detection of contrails from NOAA-AVHRR-data
    Mannstein, H
    Meyer, R
    Wendling, P
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 1999, 20 (08) : 1641 - 1660
  • [6] Detection of sea surface temperature (SST) using AVHRR data in the Gulf of Finland
    Zhang, YZ
    Pulliainen, J
    Koponen, S
    Hallikainen, M
    IGARSS 2002: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM AND 24TH CANADIAN SYMPOSIUM ON REMOTE SENSING, VOLS I-VI, PROCEEDINGS: REMOTE SENSING: INTEGRATING OUR VIEW OF THE PLANET, 2002, : 3006 - 3007
  • [7] Detection of total suspended sediments in the North Sea using AVHRR and ship data
    Aguirre-Gómez, R
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2000, 21 (08) : 1583 - 1596
  • [8] Data assimilation in an operational forecast system of the North Sea - Baltic Sea system
    Sorensen, JVT
    Madsen, H
    Madsen, H
    Jensen, HR
    Rasch, PS
    Erichsen, AC
    Dahl-Madsen, K
    BUILDING THE EUROPEAN CAPACITY IN OPERATIONAL OCEANOGRAPHY, PROCEEDINGS, 2003, 69 : 211 - 217
  • [9] On Physical Principles of Quantitative Detection of Algae Bloom Using Radar
    Ermakov, S. A.
    Sergievskaya, I. A.
    Lazareva, T. N.
    Kapustin, I. A.
    Makarov, E. V.
    Lavrova, O. Yu.
    Andrijanova, N. V.
    2011 8TH EUROPEAN RADAR CONFERENCE, 2011, : 249 - 252
  • [10] Using multi-sensor data for algae bloom monitoring
    Rud, O
    Gade, M
    IGARSS 2000: IEEE 2000 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOL I - VI, PROCEEDINGS, 2000, : 1714 - 1716