Mumby PJ, Edwards AJ (2002) Mapping marine environments with IKONOS imagery: enhanced
spatial resolution can deliver greater thematic accuracy. Remote Sens Environ 82(2–3):248–257
Mumby PJ, Green EP, Clark CD, Edwards AJ (1997) Reef habitat assessment using (CASI)
airborne remote sensing. In: 8th International coral reef symposium, Panama, pp 1499–1502
Mumby PJ, Green EP, Edwards AJ, Clark CD (1999) The cost-effectiveness of remote sensing for
tropical coastal resources assessment and management. J Environ Manage 55(3):157–166
Mumby PJ, Green EP, Clark CD, Edwards AJ (1998) Digital analysis of multispectral airborne
imagery of coral reefs. Coral Reefs 17(1):59–69
Murdoch TJT, Glasspool AF, Outerbridge M, Ward J, Manuel S, Gray J, Nash A, Coates KA, Pitt
J, Fourqurean JW, Barnes PA, Vierros M, Holzer K, Smith SR (2007) Large-scale decline in
offshore seagrass meadows in Bermuda. Mar Ecol-Prog Ser 339:123–130
Naseer A, Hatcher BG (2004) Inventory of the Maldives’ coral reefs using morphometrics
generated from landsat ETM+ imagery. Coral Reefs 23(1):161–168
Newman CM, Knudby AJ, LeDrew EF (2007) Assessing the effect of management zonation on
live coral cover using multi-date IKONOS satellite imagery. J Appl Remote Sens, p 1
Orth RJ, Luckenbach ML, Marion SR, Moore KA, Wilcox DJ (2006) Seagrass recovery in the
Delmarva Coastal Bays. USA Aquat Bot 84(1):26–36
Palandro DA, Andréfouët S, Hu C, Hallock P, Muller-Karger FE, Dustan P, Callahan MK,
Kranenburg C, Beaver CR (2008) Quantification of two decades of shallow-water coral reef
habitat decline in the Florida Keys National Marine Sanctuary using landsat data
(1984–2002). Remote Sens Environ 112(8):3388–3399
Palandro D, Andréfouët S, Dustan P, Muller-Karger FE (2003) Change detection in coral reef
communities using Ikonos satellite sensor imagery and historic aerial photographs. Int J
Remote Sens 24(4):873–878
Pasqualini V, Clabaut P, Pergent G, Benyoussef L, Pergent-Martini C (2000) Contributions of
side scan sonar to the management of Mediterranean littoral ecosystems. Int J Remote Sens
21(2):367–378
Pasqualini V, Pergent-Martini C, Pergent G, Agreil M, Skoufas G, Sourbes L, Tsirika A (2005)
Use of SPOT 5 for mapping seagrasses: an application to Posidonia oceanica. Remote Sens
Environ 94(1):39–45
Peneva E, Griffith JA, Carter GA (2008) Seagrass mapping in the northern Gulf of Mexico using
airborne hyperspectral imagery: a comparison of classification methods. J Coastal Res
24(4):850–856
Pergent G, Djellouli A, Hamza A, Ettayeb K, El Mansouri A (2002) Characterization of the
benthic vegetation in the Farwà Lagoon (Libya). J Coastal Conserv 8(2):119–126
Phinn SR, Roelfsema CM, Dekker A, Brando V, Anstee J (2008) Mapping seagrass species, cover
and biomass in shallow waters: an assessment of satellite multi-spectral and airborne hyperspectral imaging systems in Moreton Bay (Australia). Remote Sens Environ 112:3413–3425
Phinn SR, Roelfsema CM, Stumpf R (2010) Remote sensing: discerning the promise from the
reality. In: Longstaff BJ, Carruthers TJB, Dennison WC, Lookingbill TR, Hawkey JM,
Thomas JE, Wicks EC, Woerner J (eds) Integrating and applying science: a handbook for
effective coastal ecosystem assessment. IAN Press, Cambridge
Phinn SR, Roelfsema CR, Mumby P (2012) Multi-scale object based image analysis for mapping
coral reef geomorphic and ecological zones. Internat J Remote Sens
Pittman SJ, Costa BM, Battista TA (2009) Using lidar bathymetry and boosted regressiontrees to
predict the diversity and abundance of fish and corals. J of coast Res 25(6): 27–38
Pontius RG Jr, Millones M (2011) Death to kappa: birth of quantity disagreement and allocation
disagreement for accuracy assessment. Int J Remote Sens 32(15):4407–4429
Prada MC, Appeldoorn RS, Rivera JA (2008) Improving coral reef habitat mapping of the Puerto
Rico insular shelf using side scan sonar. Mar Geodesy 31(1):49–73
Purkis SJ (2005) A ‘reef-up’ approach to classifying coral habitats from IKONOS imagery. IEEE
Trans Geosci Remote Sens 43(6):1375–1390
Purkis SJ, Graham NAJ, Riegl BM (2008) Predictability of reef fish diversity and abundance
using remote sensing data in Diego Garcia (Chagos Archipelago). Coral Reefs 27(1):167–178
14 Validation
399
spatial resolution can deliver greater thematic accuracy. Remote Sens Environ 82(2–3):248–257
Mumby PJ, Green EP, Clark CD, Edwards AJ (1997) Reef habitat assessment using (CASI)
airborne remote sensing. In: 8th International coral reef symposium, Panama, pp 1499–1502
Mumby PJ, Green EP, Edwards AJ, Clark CD (1999) The cost-effectiveness of remote sensing for
tropical coastal resources assessment and management. J Environ Manage 55(3):157–166
Mumby PJ, Green EP, Clark CD, Edwards AJ (1998) Digital analysis of multispectral airborne
imagery of coral reefs. Coral Reefs 17(1):59–69
Murdoch TJT, Glasspool AF, Outerbridge M, Ward J, Manuel S, Gray J, Nash A, Coates KA, Pitt
J, Fourqurean JW, Barnes PA, Vierros M, Holzer K, Smith SR (2007) Large-scale decline in
offshore seagrass meadows in Bermuda. Mar Ecol-Prog Ser 339:123–130
Naseer A, Hatcher BG (2004) Inventory of the Maldives’ coral reefs using morphometrics
generated from landsat ETM+ imagery. Coral Reefs 23(1):161–168
Newman CM, Knudby AJ, LeDrew EF (2007) Assessing the effect of management zonation on
live coral cover using multi-date IKONOS satellite imagery. J Appl Remote Sens, p 1
Orth RJ, Luckenbach ML, Marion SR, Moore KA, Wilcox DJ (2006) Seagrass recovery in the
Delmarva Coastal Bays. USA Aquat Bot 84(1):26–36
Palandro DA, Andréfouët S, Hu C, Hallock P, Muller-Karger FE, Dustan P, Callahan MK,
Kranenburg C, Beaver CR (2008) Quantification of two decades of shallow-water coral reef
habitat decline in the Florida Keys National Marine Sanctuary using landsat data
(1984–2002). Remote Sens Environ 112(8):3388–3399
Palandro D, Andréfouët S, Dustan P, Muller-Karger FE (2003) Change detection in coral reef
communities using Ikonos satellite sensor imagery and historic aerial photographs. Int J
Remote Sens 24(4):873–878
Pasqualini V, Clabaut P, Pergent G, Benyoussef L, Pergent-Martini C (2000) Contributions of
side scan sonar to the management of Mediterranean littoral ecosystems. Int J Remote Sens
21(2):367–378
Pasqualini V, Pergent-Martini C, Pergent G, Agreil M, Skoufas G, Sourbes L, Tsirika A (2005)
Use of SPOT 5 for mapping seagrasses: an application to Posidonia oceanica. Remote Sens
Environ 94(1):39–45
Peneva E, Griffith JA, Carter GA (2008) Seagrass mapping in the northern Gulf of Mexico using
airborne hyperspectral imagery: a comparison of classification methods. J Coastal Res
24(4):850–856
Pergent G, Djellouli A, Hamza A, Ettayeb K, El Mansouri A (2002) Characterization of the
benthic vegetation in the Farwà Lagoon (Libya). J Coastal Conserv 8(2):119–126
Phinn SR, Roelfsema CM, Dekker A, Brando V, Anstee J (2008) Mapping seagrass species, cover
and biomass in shallow waters: an assessment of satellite multi-spectral and airborne hyperspectral imaging systems in Moreton Bay (Australia). Remote Sens Environ 112:3413–3425
Phinn SR, Roelfsema CM, Stumpf R (2010) Remote sensing: discerning the promise from the
reality. In: Longstaff BJ, Carruthers TJB, Dennison WC, Lookingbill TR, Hawkey JM,
Thomas JE, Wicks EC, Woerner J (eds) Integrating and applying science: a handbook for
effective coastal ecosystem assessment. IAN Press, Cambridge
Phinn SR, Roelfsema CR, Mumby P (2012) Multi-scale object based image analysis for mapping
coral reef geomorphic and ecological zones. Internat J Remote Sens
Pittman SJ, Costa BM, Battista TA (2009) Using lidar bathymetry and boosted regressiontrees to
predict the diversity and abundance of fish and corals. J of coast Res 25(6): 27–38
Pontius RG Jr, Millones M (2011) Death to kappa: birth of quantity disagreement and allocation
disagreement for accuracy assessment. Int J Remote Sens 32(15):4407–4429
Prada MC, Appeldoorn RS, Rivera JA (2008) Improving coral reef habitat mapping of the Puerto
Rico insular shelf using side scan sonar. Mar Geodesy 31(1):49–73
Purkis SJ (2005) A ‘reef-up’ approach to classifying coral habitats from IKONOS imagery. IEEE
Trans Geosci Remote Sens 43(6):1375–1390
Purkis SJ, Graham NAJ, Riegl BM (2008) Predictability of reef fish diversity and abundance
using remote sensing data in Diego Garcia (Chagos Archipelago). Coral Reefs 27(1):167–178
14 Validation
399