new gis and remote sensing data new challenges and ... · 3. river conference: “target –and...

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

New GIS and remote sensing data –new challenges and insights into habitats of

fluvial landscapes

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

focus on ‚open data‘ and ‚free and open sourcesoftware‘

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://overpass-turbo.eu/

query: name=Tagliamento

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://overpass-turbo.eu/

query: name=Tagliamento

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://overpass-turbo.eu/

waterway=river and name=Tagliamento

GISriver length: 165.38 km

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://overpass-turbo.eu/

waterway=river and name=Tagliamento

GISriver length: 165.38 km

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/satellite-derived-products/eu-

dem

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/satellite-derived-products/eu-

dem

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/satellite-derived-products/eu-

dem

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/satellite-derived-products/eu-

dem0 50000 100000 150000

02

00

40

06

00

80

01

00

01

20

0

river long profile: Tagliamento

distance from source (m)

ele

va

tio

n (

m a

.s.l.)

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/satellite-derived-products/eu-

dem0 50000 100000 150000

02

00

40

06

00

80

01

00

01

20

0

river long profile: Tagliamento

distance from source (m)

ele

va

tio

n (

m a

.s.l.)

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/satellite-derived-products/eu-

dem

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/satellite-derived-products/eu-

dem

GISbasin area: ~2717 km2

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/satellite-derived-products/eu-

dem

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/corine-land-cover

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/corine-land-cover

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/corine-land-cover

CLC 2012 (m2)25 Mixed forest 82017000023 Broad-leaved forest 30559000024 Coniferous forest 24102000026 Natural grasslands 14041000029 Transitional woodland-shrub 11458000027 Moors and heathland 9243000021 Land principally occupied by agriculture, with significant areas of natural vegetation 8517000032 Sparsely vegetated areas 7650000031 Bare rocks 4738000030 Beaches, dunes, sands 4120000018 Pastures 326900002 Discontinuous urban fabric 1810000020 Complex cultivation patterns 88200003 Industrial or commercial units 470000012 Non-irrigated arable land 393000041 Water bodies 299000034 Glaciers and perpetual snow 18300004 Road and rail networks and associated land 1400000

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/corine-land-cover

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://land.copernicus.eu/pan-european/corine-land-cover

0 50000 100000 150000

01

00

02

00

03

00

04

00

05

00

06

00

0

distance to landcover: Discontinuous urban fabric

distance from source (m)

dis

tan

ce

m

0 50000 100000 150000

05

00

01

00

00

15

00

02

00

00

25

00

0

distance to landcover: Non-irrigated arable land

distance from source (m)

dis

tan

ce

m

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://esdac.jrc.ec.europa.eu/themes/monthly-erosivity

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://esdac.jrc.ec.europa.eu/themes/monthly-erosivity

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://esdac.jrc.ec.europa.eu/themes/monthly-erosivity

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://pubs.usgs.gov/fs/2015/3081/fs20153081.pdf

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://pubs.usgs.gov/fs/2015/3081/fs20153081.pdf

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://pubs.usgs.gov/fs/2015/3081/fs20153081.pdf

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://pubs.usgs.gov/fs/2015/3081/fs20153081.pdf

preconditions for time series

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://alectoria.blogspot.co.at/2016/01/alpine-gravel-bed-rivers-seen-from-

far.html

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://alectoria.blogspot.co.at/2016/01/alpine-gravel-bed-rivers-seen-from-

far.html

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://alectoria.blogspot.co.at/2016/01/alpine-gravel-bed-rivers-seen-from-

far.html

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://alectoria.blogspot.co.at/2016/01/alpine-gravel-bed-rivers-seen-from-

far.html

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://alectoria.blogspot.co.at/2016/01/alpine-gravel-bed-rivers-seen-from-

far.html

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://alectoria.blogspot.co.at/2016/01/alpine-gravel-bed-rivers-seen-from-

far.html

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://alectoria.blogspot.co.at/2016/01/alpine-gravel-bed-rivers-seen-from-

far.html

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://alectoria.blogspot.co.at/2016/01/alpine-gravel-bed-rivers-seen-from-

far.html

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://alectoria.blogspot.co.at/2016/01/alpine-gravel-bed-rivers-seen-from-

far.html

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://sentinel.esa.int/web/sentinel/missions/sentinel-2

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://sentinel.esa.int/web/sentinel/missions/sentinel-2

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://sentinel.esa.int/web/sentinel/missions/sentinel-2

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://sentinel.esa.int/web/sentinel/missions/sentinel-2

preconditions for time series

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://sentinel.esa.int/web/sentinel/missions/sentinel-2

river Isel

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://sentinel.esa.int/web/sentinel/missions/sentinel-2

river Isel

river Tagliamento

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://modis.gsfc.nasa.gov/about/

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://www.mdpi.com/2072-4292/6/5/3822

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://www.worldclim.org/bioclim

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://www.mdpi.com/2072-4292/6/5/3822

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://courses.neteler.org/eurolst-seamless-gap-free-daily-european-maps-

land-surface-temperatures/

0 50000 100000 150000

68

10

12

14

BIO01: Annual mean temperature

distance from source (m)

°C

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://courses.neteler.org/eurolst-seamless-gap-free-daily-european-maps-

land-surface-temperatures/

0 50000 100000 150000

22

24

26

28

30

BIO50: Maximum temperature of the warmest month

distance from source (m)°C

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://courses.neteler.org/eurolst-seamless-gap-free-daily-european-maps-

land-surface-temperatures/

0 50000 100000 150000

-10

-8-6

-4-2

BIO06: Minimum temperature of the coldest month

distance from source (m)

°C

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://courses.neteler.org/eurolst-seamless-gap-free-daily-european-maps-

land-surface-temperatures/

0 50000 100000 150000

16

18

20

22

24

BIO10: Mean temperature of the warmest quarter

distance from source (m)

°C

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://courses.neteler.org/eurolst-seamless-gap-free-daily-european-maps-

land-surface-temperatures/

0 50000 100000 150000

-20

24

BIO11: Mean temperature of the coldest quarter

distance from source (m)

°C

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://courses.neteler.org/eurolst-seamless-gap-free-daily-european-maps-

land-surface-temperatures/

0 50000 100000 1500006

81

01

21

4

BIO01: Annual mean temperature

distance from source (m)

°C

0 50000 100000 150000

22

24

26

28

30

BIO50: Maximum temperature of the warmest month

distance from source (m)

°C

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

https://courses.neteler.org/eurolst-seamless-gap-free-daily-european-maps-

land-surface-temperatures/

0 50000 100000 1500006

81

01

21

4

BIO01: Annual mean temperature

distance from source (m)

°C

0 50000 100000 150000

22

24

26

28

30

BIO50: Maximum temperature of the warmest month

distance from source (m)

°C

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://www.worldclim.org/

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

http://chelsa-climate.org/

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

focus on open data and free and open sourcesoftware

GRASS GIS (https://grass.osgeo.org/)R (https://www.r-project.org/)

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

summary notes

• data available for large regions/continent/world• spatial resolution: from high (e.g. laser scans) to medium (e.g.

MODIS)• spatial resolution of satellite data (e.g. 10m to 30m) appropriate

for rivers with large fluvial landscapes (e.g. Tagliamento, Lech, Isar, …), but not for e.g. smaller riverine landscapes (e.g. Isel, …)

• mountain regions may influence data quality (e.g. shadowing, …)• challenge of high data amount (e.g. LANDSAT/SENTINEL time

series): up to terabytes• data management and storage• no out-of-the-box analysis methods• …

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions

3. River Conference: “Target – and invasive species”GIS and remote sensing data - new challenges and insights into habitats of fluvial landscapes

Helmut Kudrnovsky - Cornino – 14 May 2017

Sentinel impressions