Beta-Diversity Modeling and Mapping with LiDAR and Multispectral Sensors in a Semi-Evergreen Tropical Forest
被引:6
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作者:
del Pilar Ochoa-Franco, Alejandra
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机构:
Colegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, MexicoColegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, Mexico
del Pilar Ochoa-Franco, Alejandra
[1
]
Rene Valdez-Lazalde, Jose
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Colegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, MexicoColegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, Mexico
Rene Valdez-Lazalde, Jose
[1
]
Angeles-Perez, Gregorio
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Colegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, MexicoColegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, Mexico
Angeles-Perez, Gregorio
[1
]
Manuel de los Santos-Posadas, Hector
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Colegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, MexicoColegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, Mexico
机构:
Colegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, MexicoColegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, Mexico
Ignacio Valdez-Hernandez, Juan
[1
]
Perez-Rodriguez, Paulino
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机构:
Colegio Postgrad, Estadist, Texcoco 56230, Edo De Mexico, MexicoColegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, Mexico
Perez-Rodriguez, Paulino
[3
]
机构:
[1] Colegio Postgrad, Ciencias Forestales, Texcoco 56230, Edo De Mexico, Mexico
floristic gradient;
species composition dissimilarity;
nMDS;
RapidEye;
remote sensing;
LiDAR;
linear model;
mixed model;
TREE COMMUNITY COMPOSITION;
WOODY SPECIES-DIVERSITY;
FLORISTIC GRADIENTS;
RAIN-FORESTS;
RED EDGE;
RESOLUTION;
RECOVERY;
PATTERNS;
SUCCESSION;
REGRESSION;
D O I:
10.3390/f10050419
中图分类号:
S7 [林业];
学科分类号:
0829 ;
0907 ;
摘要:
Tree beta-diversity denotes the variation in species composition at stand level, it is a key indicator of forest degradation, and is conjointly required with alpha-diversity for management decision making but has seldom been considered. Our aim was to map it in a continuous way with remote sensing technologies over a tropical landscape with different disturbance histories. We extracted a floristic gradient of dissimilarity through a non-metric multidimensional scaling ordination based on the ecological importance value of each species, which showed sensitivity to different land use history through significant differences in the gradient scores between the disturbances. After finding strong correlations between the floristic gradient and the rapidEye multispectral textures and LiDAR-derived variables, it was linearly regressed against them; variable selection was performed by fitting mixed-effect models. The redEdge band mean, the Canopy Height Model, and the infrared band variance explained 68% of its spatial variability, each coefficient with a relative importance of 49%, 32.5%, and 18.5% respectively. Our results confirmed the synergic use of LiDAR and multispectral sensors to map tree beta-diversity at stand level. This approach can be used, combined with ground data, to detect effects (either negative or positive) of management practices or natural disturbances on tree species composition.
机构:
Univ Sri Jayewardenepura, Fac Appl Sci, Dept Zool, Gangodawila, Sri Lanka
Univ Sri Jayewardenepura, Fac Grad Studies, Gangodawila, Sri LankaUniv Sri Jayewardenepura, Fac Appl Sci, Dept Zool, Gangodawila, Sri Lanka
Dhananjani, Tharanga
Mendis, Vinuri
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机构:
Univ Sri Jayewardenepura, Fac Grad Studies, Gangodawila, Sri Lanka
Univ Manitoba, Fac Grad Studies, Winnipeg, MB R3T 2N2, CanadaUniv Sri Jayewardenepura, Fac Appl Sci, Dept Zool, Gangodawila, Sri Lanka
Mendis, Vinuri
Jayawickrama, Harsha
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机构:
Uva Wellassa Univ, Fac Appl Sci, Badulla 90000, Sri LankaUniv Sri Jayewardenepura, Fac Appl Sci, Dept Zool, Gangodawila, Sri Lanka
Jayawickrama, Harsha
Prasad, Tharanga
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机构:
Forest Dept, Battaramulla, Sri LankaUniv Sri Jayewardenepura, Fac Appl Sci, Dept Zool, Gangodawila, Sri Lanka
Prasad, Tharanga
Gunarathna, Maleesha M.
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机构:
Univ Sri Jayewardenepura, Fac Technol, Gangodawila, Sri LankaUniv Sri Jayewardenepura, Fac Appl Sci, Dept Zool, Gangodawila, Sri Lanka
Gunarathna, Maleesha M.
Gunarathna, Pethigelaye
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机构:
Forest Dept, Battaramulla, Sri LankaUniv Sri Jayewardenepura, Fac Appl Sci, Dept Zool, Gangodawila, Sri Lanka