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  • Hydraulic model verification by optical remotesensing

    J.Chormaski,D. Mirosaw-witek, T. Okruszko

  • River Flood modelingin Wetlands

    River flood and his ecological impact in wetland (Flood Pulse concept)

    Floodplain - a water storage reservoir

    Analysis of the flood duration and spatial extent of flood determination is very important (specially in the mixed-source wetlands)

    Application of hydraulic model helps in resolving above problems

    Difficulty in model verification

  • The Biebrza LowerBasin, a researcharea

    Ek

    Grajewo

    Augus tw

    Lipsk

    Olecko

    Prostki

    LipowiecRutki

    Gonidz

    Raczki

    Rajgrd

    Suchowola

    Bargw

    Nowy Dwr

    Sztabin

    Wsosz

    Filipw

    Radziw

    Kubra

    Gski

    Szczuczyn

    awsk

    Stare Juchy

    KorycinKrzywa

    Janw

    Dbrowa Biaostocka

    Wieliczki

    Szorce

    Sucz

    Pokono

    Cimochy

    Topilwka

    Grabnik

    Nowinka

    Zabiele

    Biaaszewo

    Zubole

    JarzbnaNowa Wie Ecka

    Oracze

    Kolnica

    Ruda

    Ostrowie

    Beda

    Sulewo

    Klimaszewnica

    Gie

    Bagny

    JasionowkaGlinki

    Piecki

    Przytuy

    Chilmony

    Biaousy

    Pluty

    Siedliska

    Siderka

    Jaziewo

    Nowa Wie

    Teolin

    Wysokie

    Jawka

    Dryga

    Sajzy

    Dugie

    Kramkwka

    Jawiy

    Moki

    Siwki

    Kulesze

    Studzieniczna

    Drestwo

    Regiel

    Liski

    Burzyn

    Kijewo

    Sidra

    Kty

    Miecze

    Zdroje

    Przystawka

    Somianka

    Orlikowo

    Romanty

    PisanicaBiaobrzegi

    Chojnowo

    Klewianka

    Mayszwka

    Mcichy

    Czerwonka

    Niemczyn

    Gorwko

    Brzozowa

    Guty

    Bobrwka

    Kosiy

    Jaminy

    Siekierka

    Milewo

    Rudawka

    Bierniki

    Stoczek

    OsowiecZagrze

    Iwaki

    Straduny

    Boczki

    SkindzierzMikicin

    Kamionka

    Orzechowo

    Kurianka

    Zalesie

    Morgi

    Kopijki

    Kalinowo

    Biaosuknia

    Kdzierowo Makowiany

    Reszkowce

    Mocarze

    Kukowo

    Chechy

    Stone

    Kamienica

    Wierzbowo

    Wewo

    Poom

    Modzele

    Sokki

    Lewki

    Reszki

    Brzeno

    Sieruciowce

    Plewki

    Niedwiedzkie

    Wlka

    Kaczyny

    Lipowo

    Dudki

    Sokoy

    Kozwka

    Dorsze

    Lebiedzin

    Wronki

    Bzury

    Milewskie

    Ostryk

    Nieciki

    arnowo I

    Pawwka

    Pruska-Wielka

    Suray

    Supy

    Rydzewo

    Kopciwka

    Brzeziny

    Witynie

    Budno

    ubianka

    Pisanki

    Nieckowo

    Bobry

    Kamie

    Barszcze

    Popowo

    Kapice

    Czrny Stok

    Wojdy

    Jasionwka

    Kurki

    Karpowicze

    Monkinie

    azarze

    Rakowicze

    Grzebienie

    ydy

    Nieszki

    WroceMoniuszki

    Mazuchwka

    Dolistowo Stare

    Dobki

    Miusze

    Chechy

    Mrozy

    Sypitki

    Powitne

    Szymany

    Kile

    Ciemnoszyje

    Ginie

    Krzywe

    Dogi

    MasieOkrasin

    Goubie

    Krynica

    Borawskie

    Radzie

    Wyudy

    Bkowo

    Poganica

    abtnik

    Koniuszki

    Bierwicha

    Kiliany

    Koziki

    Pociczno

    Skaje

    Kroszewo

    Kurejewa

    azy

    Piaski

    Gryzy

    Grady Mae

    Kizielany

    Wrotki

    PGR Siejnik

    Wosty

    Sieburczyn

    Biodry

    Maowista

    Sniczany

    Szeski

    Dolistowo Nowe

    Tajno-PodjeziorneDugosze

    Boguszki

    Winiowo Eckie

    Zatyki

    Ciemianka

    Krupin

    Markowskie

    Mroczki

    Barany

    Jagowo

    Rutkowskie

    Wydminy

    Starowiany

    Osowa

    Woszczele

    Bieniowce

    Sulejki

    Synkowce

    Golubki

    Sobieski

    Romanowka

    Dybowo

    Wilamwka

    Bartosze

    Orzechwko

    odzie

    Dyba

    Kacprowo

    Cimanie

    Gawliki W ielkie

    Przykopka

    Wierciochy

    Kopiec

    Kurkowo

    Kiersnwka

    Maciesze

    Buczki

    Kropiwno

    niepie

    DunajekJaki

    Wojewodzin

    RamotyBrody

    Chwaszczewo

    Loje-Awissa

    Krzecze

    Orowo

    Wwka

    Hruskie

    Rudka

    Jasionowo

    Borzymy

    Malinwka

    Zanie

    Sedranki

    Tajno-anowe

    Mierucie

    Kolonia Przytuy

    Krasne

    Wierciszewo

    Borki

    Popiowka

    Goubka

    Orzechwka

    Szaciwka

    Zakrzewo

    Biernatki

    Szczecinki

    Szumowo

    Bartki

    Sonia

    Solistwka

    Sojczyn-Borowy

    Przechody

    Bukowo

    Polkowo

    Jemieliste

    Mone

    Horodnianka

    Gboczyzna

    Gradzkie

    Monety

    Laski Mae

    Okl

    Kossaki

    Nowa Chodorowka

    Przestrzele

    Szwak

    Kumiaka

    Stary Rogoyn

    Makinie

    Baamutowo

    Czerwonki

    Dugochorzele

    Suszalewo

    Trzaski

    Olszewo

    Stcze

    PGR Garba

    Cibory

    PGR Biebrza

    Mieczki Czarne

    Nowokolno

    Brzozwka-Ziemiaska

    Zawady-Eckie

    Wesoowo

    Czarnwla

    Romejki

    Jeziorowskie

    ubianne

    Podnowinka

    Rabalina

    Kamionka Stara

    Racibory-Jurgi

    Stacze

    Tarachy

    Flesze-Raskie

    Ponarlica

    Szczebra

    Makosieje

    Taciewo

    Koziniec

    Grabowe Grdy

    Niemcowizna

    Lipiskie

    Stara Chmielwka

    Rutkowszczyzna

    PGR Drozdowo

    Sadowina

    Wlka Piaseczna

    Babki-Gseckie

    Cicha Wlka

    Nowe Krzywe

    Sojczynek-Nowa Wie

    Rosochate

    Siedlisko

    BurzynBurzyn

    Osowiec

    foresttown and village

    gauge station

    LEGEND

    N

    EW

    S

    roadriver

    0 5 10 Kilometers

  • March 2000 spring flood

    Water level observed in Burzyngauge during a flood in 2000

  • March 2000 spring flood

  • Hydraulic model development

    River channel shape Floodplain topography Hydraulic model

  • Geometry of thevalley. Cross-sections

    The river channel - Manual sonding

    A part of the valley located close to the river channel -Topography measurements

    The rest of the valley -captured from DTM

  • DTM of the valley

    Data: contour and point elevation

    data source topographic maps scale of 1: 25 000;

    Measured elevation cross-sections in the river valley;

    Interpolation: TOPOGRIDTOOL an ArcInfo

    routine existing natural hydrography

    network used for sinks removal and to enforce known drainage patterns during interpolation;

    Spatial resolution of DTM - 25 meters

  • DTM of the LowerBiebrza Basin

  • 102,5

    103,0

    103,5

    104,0

    104,5

    105,0

    105,5

    106,0

    0 1000 2000 3000 4000 5000 6000 7000 8000

    Distance [m]

    Ele

    vatio

    n [m

    ]

    measurements DTM

    Biebrza River

    Kosdka

    Quality of the DTM

    Model verified by two measured valley cross-section Levelling in 50 meters (90

    points in two cross-sections) Verification of DTM (RMS

    Error = 0,35m)

  • 103.00

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  • Flood extend calculated by use of hydraulic model

  • HydraulicModel verification

    The Remote sensingmethod of the calculatedflood extent verification

  • Remote sensing

    The Landsat TM images were used Low price image captured in the

    same time as river flood peak

    Advantage: good registration of wetness and water during leaf-out period

  • Image processing Rectification, contrast

    matching and image transformations (PCA, NDVI)

    Supervised classification Training fields (tf)

    determination Validation of tf Classification Verification

    Reclassificationa) Dry against wet classesb) Open water and deep

    inundated (more then 0.5 m) against rest of wet and dry classes

  • Image re-classification (a)

  • Image re-classification (b)

  • Wetland watersources

    Chemical properties as an indicator of the source of water

    The measurements of EC used for water source detection

    The river water, groundwater and snow melt water are separated from the by river flooded area

  • Water chemistry and visualinterpretation of sattelite images

  • Discussion

  • Conclusion

    Remote sensing methods cannot be used for hydraulic model verification in wetlands in fully automatic way

    These analysis give not sufficient results in mixed-source wetlands

    Including a water chemistry analysis could help indetermination of the river flooded from rest of inundated valley