Mapping aboveground biomass by integrating geospatial and forest inventory data through a k-nearest neighbor strategy in North Central Mexico

yaImpute: AnRPackage forkNN Imputation

(2015) Nicholas L. Crookston et al.   Journal of Statistical Software

Using Landsat Imagery and Census Data for Urban Population Density Modeling in Port-au-Prince, Haiti

(2012) Myrtho Joseph et al.   GIScience & Remote Sensing

Generation and analysis of the 2005 land cover map for Mexico using 250m MODIS data

(2012) René R. Colditz et al.   REMOTE SENSING OF ENVIRONMENT

Modeling susceptibility to deforestation of remaining ecosystems in North Central Mexico with logistic regression

(2012) L. Miranda-Aragón et al.   JOURNAL OF FORESTRY RESEARCH

Estimating forest attribute parameters for small areas using nearest neighbors techniques

(2011) Ronald E. McRoberts   FOREST ECOLOGY AND MANAGEMENT

Estimation of forest above-ground biomass using multi-parameter remote sensing data over a cold and arid area

(2011) Xin Tian et al.   International Journal of Applied Earth Observation and Geoinformation

On intra-annual EVI variability in the dry season of tropical forest: A case study with MODIS and hyperspectral data

(2011) Lênio Soares Galvão et al.   REMOTE SENSING OF ENVIRONMENT

Improved forest biomass estimates using ALOS AVNIR-2 texture indices

(2011) Latifur Rahman Sarker et al.   REMOTE SENSING OF ENVIRONMENT

Improving k-nearest neighbor predictions in forest inventories by combining high and low density airborne laser scanning data

(2011) Johannes Breidenbach et al.   REMOTE SENSING OF ENVIRONMENT

Assessment of potential bioenergy from coppice forests trough the integration of remote sensing and field surveys

(2010) B. Lasserre et al.   BIOMASS & BIOENERGY

Greenhouse gas emissions between 1993 and 2002 from land-use change and forestry in Mexico

(2010) Ben de Jong et al.   FOREST ECOLOGY AND MANAGEMENT

Integrating spatial altimetry data into the automatic calibration of hydrological models

(2010) Augusto C.V. Getirana   JOURNAL OF HYDROLOGY

Comparison and evaluation of Medium Resolution Imaging Spectrometer leaf area index products across a range of land use

(2010) Francis Canisius et al.   REMOTE SENSING OF ENVIRONMENT

Prediction of species specific forest inventory attributes using a nonparametric semi-individual tree crown approach based on fused airborne laser scanning and multispectral data

(2010) Johannes Breidenbach et al.   REMOTE SENSING OF ENVIRONMENT

Quantification of live aboveground forest biomass dynamics with Landsat time-series and field inventory data: A comparison of empirical modeling approaches

(2010) Scott L. Powell et al.   REMOTE SENSING OF ENVIRONMENT

Spatial and temporal land use and carbon stock changes in Uganda: implications for a future REDD strategy

(2010) Charlotte Anne Nakakaawa et al.   Mitigation and Adaptation Strategies for Global Change

The Function of Remote Sensing in Support of Environmental Policy

(2010) Jan De Leeuw et al.   Remote Sensing

Biomass component equations for Latin American species and groups of species

(2009) José Návar   ANNALS OF FOREST SCIENCE

Spatial prediction of forest stand variables

(2009) Arne Nothdurft et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

Aboveground biomass assessment in Colombia: A remote sensing approach

(2009) Jesús A. Anaya et al.   FOREST ECOLOGY AND MANAGEMENT

Land use change and net C flux in Indian forests

(2009) M. Kaul et al.   FOREST ECOLOGY AND MANAGEMENT

EU-wide maps of growing stock and above-ground biomass in forests based on remote sensing and field measurements

(2009) Heinz Gallaun et al.   FOREST ECOLOGY AND MANAGEMENT

Effect of vegetation cover on soil erosion in a mountainous watershed

(2008) P. Zhou et al.   CATENA

Estimation of stand volumes using the k-nearest neighbors method in Kyushu, Japan

(2008) Tsuyoshi Kajisa et al.   Journal of Forest Research

Using satellite imagery and the k-nearest neighbors technique as a bridge between strategic and management forest inventories

(2008) Ronald E. McRoberts   REMOTE SENSING OF ENVIRONMENT

Non-parametric and parametric methods using satellite images for estimating growing stock volume in alpine and Mediterranean forest ecosystems

(2008) Gherardo Chirici et al.   REMOTE SENSING OF ENVIRONMENT

Combining national forest inventory field plots and remote sensing data for forest databases

(2008) Erkki Tomppo et al.   REMOTE SENSING OF ENVIRONMENT

Nearest neighbor imputation of species-level, plot-scale forest structure attributes from LiDAR data

(2008) Andrew T. Hudak et al.   REMOTE SENSING OF ENVIRONMENT

A two-step nearest neighbors algorithm using satellite imagery for predicting forest structure within species composition classes

(2008) Ronald E. McRoberts   REMOTE SENSING OF ENVIRONMENT

Design-based approach to k-nearest neighbours technique for coupling field and remotely sensed data in forest surveys

(2008) Federica Baffetta et al.   REMOTE SENSING OF ENVIRONMENT

Estimating aboveground carbon in a catchment of the Siberian forest tundra: Combining satellite imagery and field inventory

(2008) Hans Fuchs et al.   REMOTE SENSING OF ENVIRONMENT

Mapping U.S. forest biomass using nationwide forest inventory data and moderate resolution information

(2007) J BLACKARD et al.   REMOTE SENSING OF ENVIRONMENT