301
Hulme PE (2015) Invasion pathways at a crossroad: policy and research challenges
for managing alien species introductions. J Appl Ecol 52:1418–1424. https://doi.
org/10.1111/1365-2664.12470
Hunt ER, Daughtry CST, Kim MS, Williams AEP (2007) Using canopy reflectance models and
spectral angles to assess potential of remote sensing to detect invasive weeds. J Appl Remote
Sens 1:013506. https://doi.org/10.1117/1.2536275
Hunter PD, Gilvear DJ, Tyler AN et al (2010) Mapping macrophytic vegetation in shallow lakes
using the compact airborne spectrographic imager (CASI). Aquat Conserv Mar Freshw Ecosyst
20:717–727. https://doi.org/10.1002/aqc.1144
Ingwell LL, Bosque-Pérez NA (2015) The invasive weed Ventenata dubia is a host of Barley yellow dwarf virus with implications for an endangered grassland habitat. Weed Res 55:62–70.
https://doi.org/10.1111/wre.12110
Ishii J, Washitani I (2013) Early detection of the invasive alien plant Solidago altissima in moist
tall grassland using hyperspectral imagery. Int J Remote Sens 34:5926–5936. https://doi.org/1
0.1080/01431161.2013.799790
Jenkerson CB, Maiersperger T, Schmidt G (2010) eMODIS: a user-friendly data source. US
Geological Survey. https://doi.org/10.3133/ofr20101055
Jollineau MY, Howarth PJ (2008) Mapping an inland wetland complex using hyperspectral imagery. Int J Remote Sens 29:3609–3631. https://doi.org/10.1080/01431160701469099
Joshi C, De Leeuw J, Van Andel J et al (2006) Indirect remote sensing of a cryptic forest understorey
invasive species. For Ecol Manag 225:245–256. https://doi.org/10.1016/j.foreco.2006.01.013
Junk WJ, Bayley PB, Sparks RE (1989) The flood-pulse concept in river-floodplain systems. Proc
Int Large River Symp Can Spec Publ Fish Aquat Sci 106:110–127
Keane RM, Crawley MJ (2002) Exotic plant invasions and the enemy release hypothesis. Trends
Ecol Evol 17:164–170. https://doi.org/10.1016/S0169-5347(02)02499-0
Khanna S, Santos MJ, Ustin SL, Haverkamp PJ (2011) An integrated approach to a biophysiologically based classification of floating aquatic macrophytes. Int J Remote Sens 32:1067–1094.
https://doi.org/10.1080/01431160903505328
Khanna S, Santos MJ, Boyer JD et al (2018) Water primrose invasion changes successional pathways in an estuarine ecosystem. Ecosphere 9(9). https://doi.org/10.1002/ecs2.2418
Kimothi MM, Anitha D, Vasistha HB et al (2010) Remote sensing to map the invasive weed,
Lantana camara in forests. Trop Ecol 51:67–74
Koger CH, Shaw DR, Reddy KN, Bruce LM (2004a) Detection of pitted morningglory (Ipomoea
lacunosa) with hyperspectral remote sensing. I. Effects of vegetation ground cover and reflectance properties. Weed Sci 52:230–235. https://doi.org/10.1614/ws-03-083r1
Koger CH, Shaw DR, Reddy KN, Bruce LM (2004b) Detection of pitted morningglory (Ipomoea
lacunosa) with hyperspectral remote sensing. II. Effects of vegetation ground cover and reflectance properties. Weed Sci 52:230–235. https://doi.org/10.1614/ws-03-083r1
Kudela RM, Palacios SL, Austerberry DC et al (2015) Application of hyperspectral remote sensing to cyanobacterial blooms in inland waters. Remote Sens Environ 167:196–205. https://doi.
org/10.1016/j.rse.2015.01.025
Laba M, Tsai F, Ogurcak D et al (2005) Field determination of optimal dates for the discrimination
of invasive wetland plant species using derivative spectral analysis. Photogramm Eng Remote
Sensing 71:603–611. https://doi.org/10.14358/pers.71.5.603
Laba M, Downs R, Smith S et al (2008) Mapping invasive wetland plants in the Hudson River
National Estuarine Research Reserve using QuickBird satellite imagery. Remote Sens Environ
112:286–300. https://doi.org/10.1016/j.rse.2007.05.003
Landmann T, Piiroinen R, Makori DM et al (2015) Application of hyperspectral remote sensing for flower mapping in African savannas. Remote Sens Environ 166:50–60. https://doi.
org/10.1016/j.rse.2015.06.006
Lass LW, Prather TS (2004) Detecting the locations of Brazilian pepper trees in the everglades with
a hyperspectral sensor. Weed Technol 18:437–442. https://doi.org/10.1614/wt-03-174r
Lass LW, Thill DC, Shafii B, Prather TS (2002) Detecting spotted knapweed (Centaurea maculosa) with hyperspectral remote sensing technology. Weed Technol 16:426–432. https://doi.
org/10.1614/0890-037x(2002)016[0426:dskcmw]2.0.co;2
12 Remote Detection of Invasive Alien Species
Hulme PE (2015) Invasion pathways at a crossroad: policy and research challenges
for managing alien species introductions. J Appl Ecol 52:1418–1424. https://doi.
org/10.1111/1365-2664.12470
Hunt ER, Daughtry CST, Kim MS, Williams AEP (2007) Using canopy reflectance models and
spectral angles to assess potential of remote sensing to detect invasive weeds. J Appl Remote
Sens 1:013506. https://doi.org/10.1117/1.2536275
Hunter PD, Gilvear DJ, Tyler AN et al (2010) Mapping macrophytic vegetation in shallow lakes
using the compact airborne spectrographic imager (CASI). Aquat Conserv Mar Freshw Ecosyst
20:717–727. https://doi.org/10.1002/aqc.1144
Ingwell LL, Bosque-Pérez NA (2015) The invasive weed Ventenata dubia is a host of Barley yellow dwarf virus with implications for an endangered grassland habitat. Weed Res 55:62–70.
https://doi.org/10.1111/wre.12110
Ishii J, Washitani I (2013) Early detection of the invasive alien plant Solidago altissima in moist
tall grassland using hyperspectral imagery. Int J Remote Sens 34:5926–5936. https://doi.org/1
0.1080/01431161.2013.799790
Jenkerson CB, Maiersperger T, Schmidt G (2010) eMODIS: a user-friendly data source. US
Geological Survey. https://doi.org/10.3133/ofr20101055
Jollineau MY, Howarth PJ (2008) Mapping an inland wetland complex using hyperspectral imagery. Int J Remote Sens 29:3609–3631. https://doi.org/10.1080/01431160701469099
Joshi C, De Leeuw J, Van Andel J et al (2006) Indirect remote sensing of a cryptic forest understorey
invasive species. For Ecol Manag 225:245–256. https://doi.org/10.1016/j.foreco.2006.01.013
Junk WJ, Bayley PB, Sparks RE (1989) The flood-pulse concept in river-floodplain systems. Proc
Int Large River Symp Can Spec Publ Fish Aquat Sci 106:110–127
Keane RM, Crawley MJ (2002) Exotic plant invasions and the enemy release hypothesis. Trends
Ecol Evol 17:164–170. https://doi.org/10.1016/S0169-5347(02)02499-0
Khanna S, Santos MJ, Ustin SL, Haverkamp PJ (2011) An integrated approach to a biophysiologically based classification of floating aquatic macrophytes. Int J Remote Sens 32:1067–1094.
https://doi.org/10.1080/01431160903505328
Khanna S, Santos MJ, Boyer JD et al (2018) Water primrose invasion changes successional pathways in an estuarine ecosystem. Ecosphere 9(9). https://doi.org/10.1002/ecs2.2418
Kimothi MM, Anitha D, Vasistha HB et al (2010) Remote sensing to map the invasive weed,
Lantana camara in forests. Trop Ecol 51:67–74
Koger CH, Shaw DR, Reddy KN, Bruce LM (2004a) Detection of pitted morningglory (Ipomoea
lacunosa) with hyperspectral remote sensing. I. Effects of vegetation ground cover and reflectance properties. Weed Sci 52:230–235. https://doi.org/10.1614/ws-03-083r1
Koger CH, Shaw DR, Reddy KN, Bruce LM (2004b) Detection of pitted morningglory (Ipomoea
lacunosa) with hyperspectral remote sensing. II. Effects of vegetation ground cover and reflectance properties. Weed Sci 52:230–235. https://doi.org/10.1614/ws-03-083r1
Kudela RM, Palacios SL, Austerberry DC et al (2015) Application of hyperspectral remote sensing to cyanobacterial blooms in inland waters. Remote Sens Environ 167:196–205. https://doi.
org/10.1016/j.rse.2015.01.025
Laba M, Tsai F, Ogurcak D et al (2005) Field determination of optimal dates for the discrimination
of invasive wetland plant species using derivative spectral analysis. Photogramm Eng Remote
Sensing 71:603–611. https://doi.org/10.14358/pers.71.5.603
Laba M, Downs R, Smith S et al (2008) Mapping invasive wetland plants in the Hudson River
National Estuarine Research Reserve using QuickBird satellite imagery. Remote Sens Environ
112:286–300. https://doi.org/10.1016/j.rse.2007.05.003
Landmann T, Piiroinen R, Makori DM et al (2015) Application of hyperspectral remote sensing for flower mapping in African savannas. Remote Sens Environ 166:50–60. https://doi.
org/10.1016/j.rse.2015.06.006
Lass LW, Prather TS (2004) Detecting the locations of Brazilian pepper trees in the everglades with
a hyperspectral sensor. Weed Technol 18:437–442. https://doi.org/10.1614/wt-03-174r
Lass LW, Thill DC, Shafii B, Prather TS (2002) Detecting spotted knapweed (Centaurea maculosa) with hyperspectral remote sensing technology. Weed Technol 16:426–432. https://doi.
org/10.1614/0890-037x(2002)016[0426:dskcmw]2.0.co;2
12 Remote Detection of Invasive Alien Species