Downscaling of MODIS One Kilometer Evapotranspiration Using Landsat-8 Data and Machine Learning Approaches
Published 2016 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Downscaling of MODIS One Kilometer Evapotranspiration Using Landsat-8 Data and Machine Learning Approaches
Authors
Keywords
-
Journal
Remote Sensing
Volume 8, Issue 3, Pages 215
Publisher
MDPI AG
Online
2016-03-08
DOI
10.3390/rs8030215
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Monitoring daily evapotranspiration over two California vineyards using Landsat 8 in a multi-sensor data fusion approach
- (2016) Kathryn A. Semmens et al. REMOTE SENSING OF ENVIRONMENT
- Potential of multispectral and hyperspectral data to detect saline-exposed soils in Brazil
- (2015) Luis Clenio Jario Moreira et al. GIScience & Remote Sensing
- Landfast sea ice monitoring using multisensor fusion in the Antarctic
- (2015) Miae Kim et al. GIScience & Remote Sensing
- An object-based SVM method incorporating optimal segmentation scale estimation using Bhattacharyya Distance for mapping salt cedar (Tamarisk spp.) with QuickBird imagery
- (2015) Lu Xun et al. GIScience & Remote Sensing
- Expansion of LISS III swath using AWiFS wider swath data and contourlet coefficients learning
- (2015) C.V. Rao et al. GIScience & Remote Sensing
- Comparing Evapotranspiration from Eddy Covariance Measurements, Water Budgets, Remote Sensing, and Land Surface Models over Canadaa,b
- (2015) Shusen Wang et al. JOURNAL OF HYDROMETEOROLOGY
- Comparison of MOD16 and LSA-SAF MSG evapotranspiration products over Europe for 2011
- (2015) Guangcheng Hu et al. REMOTE SENSING OF ENVIRONMENT
- Characteristics of Landsat 8 OLI-derived NDVI by comparison with multiple satellite sensors and in-situ observations
- (2015) Yinghai Ke et al. REMOTE SENSING OF ENVIRONMENT
- Relationship between land cover patterns and surface temperature in urban areas
- (2014) Jinyoung Rhee et al. GIScience & Remote Sensing
- A comparative analysis of approaches for successional vegetation classification in the Brazilian Amazon
- (2014) Dengsheng Lu et al. GIScience & Remote Sensing
- Machine learning approaches to coastal water quality monitoring using GOCI satellite data
- (2014) Yong Hoon Kim et al. GIScience & Remote Sensing
- Toward the Use of the MODIS ET Product to Estimate Terrestrial GPP for Nonforest Ecosystems
- (2014) Yuting Yang et al. IEEE Geoscience and Remote Sensing Letters
- Land Surface Temperature Retrieval Methods From Landsat-8 Thermal Infrared Sensor Data
- (2014) Juan C. Jimenez-Munoz et al. IEEE Geoscience and Remote Sensing Letters
- Forest Biomass and Carbon Stock Quantification Using Airborne LiDAR Data: A Case Study Over Huntington Wildlife Forest in the Adirondack Park
- (2014) Manqi Li et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- A simple Landsat–MODIS fusion approach for monitoring seasonal evapotranspiration at 30 m spatial resolution
- (2014) Nishan Bhattarai et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- GIS-Based Water Budget Framework for High-Resolution Groundwater Recharge Estimation of Large-Scale Humid Regions
- (2014) Ehsan Beigi et al. JOURNAL OF HYDROLOGIC ENGINEERING
- The MODIS ice surface temperature product as an indicator of sea ice minimum over the Arctic Ocean
- (2014) Daehyun Kang et al. REMOTE SENSING OF ENVIRONMENT
- On the Downscaling of Actual Evapotranspiration Maps Based on Combination of MODIS and Landsat-Based Actual Evapotranspiration Estimates
- (2014) Ramesh Singh et al. Remote Sensing
- Land Surface Temperature Retrieval from Landsat 8 TIRS—Comparison between Radiative Transfer Equation-Based Method, Split Window Algorithm and Single Channel Method
- (2014) Xiaolei Yu et al. Remote Sensing
- Landsat 8 Operational Land Imager On-Orbit Geometric Calibration and Performance
- (2014) James Storey et al. Remote Sensing
- Mapping daily evapotranspiration at field scales over rainfed and irrigated agricultural areas using remote sensing data fusion
- (2013) C. Cammalleri et al. AGRICULTURAL AND FOREST METEOROLOGY
- Satellite earth observation as a tool to conceptualize hydrogeological fluxes in the Sandveld, South Africa
- (2013) Zahn Műnch et al. HYDROGEOLOGY JOURNAL
- Estimation of evapotranspiration and its partition based on an extended three-temperature model and MODIS products
- (2013) Fei Tian et al. JOURNAL OF HYDROLOGY
- A data fusion approach for mapping daily evapotranspiration at field scale
- (2013) C. Cammalleri et al. WATER RESOURCES RESEARCH
- A Remotely Sensed Global Terrestrial Drought Severity Index
- (2012) Qiaozhen Mu et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- A review of downscaling methods for remote sensing-based irrigation management: part I
- (2012) Wonsook Ha et al. IRRIGATION SCIENCE
- A review of potential image fusion methods for remote sensing-based irrigation management: part II
- (2012) Wonsook Ha et al. IRRIGATION SCIENCE
- Forest biomass estimation from airborne LiDAR data using machine learning approaches
- (2012) Colin J. Gleason et al. REMOTE SENSING OF ENVIRONMENT
- Use of Landsat thermal imagery in monitoring evapotranspiration and managing water resources
- (2012) Martha C. Anderson et al. REMOTE SENSING OF ENVIRONMENT
- LIBSVM
- (2012) Chih-Chung Chang et al. ACM Transactions on Intelligent Systems and Technology
- Down-scaling of SEBAL derived evapotranspiration maps from MODIS (250 m) to Landsat (30 m) scales
- (2011) Sung-Ho Hong et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Improvements to a MODIS global terrestrial evapotranspiration algorithm
- (2011) Qiaozhen Mu et al. REMOTE SENSING OF ENVIRONMENT
- Impervious surface quantification using a synthesis of artificial immune networks and decision/regression trees from multi-sensor data
- (2011) Jungho Im et al. REMOTE SENSING OF ENVIRONMENT
- Object-based cloud and cloud shadow detection in Landsat imagery
- (2011) Zhe Zhu et al. REMOTE SENSING OF ENVIRONMENT
- Evaluation of the use of remotely sensed evapotranspiration estimates into AnnAGNPS pollution model
- (2010) Henrique Momm et al. Ecohydrology
- The Vegetation Outlook (VegOut): A New Method for Predicting Vegetation Seasonal Greenness
- (2010) Tsegaye Tadesse et al. GIScience & Remote Sensing
- MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets
- (2009) Mark A. Friedl et al. REMOTE SENSING OF ENVIRONMENT
- Hyperspectral remote sensing analysis of short rotation woody crops grown with controlled nutrient and irrigation treatments
- (2009) Jungho Im et al. Geocarto International
- Downscaling and Assimilation of Surface Soil Moisture Using Ground Truth Measurements
- (2008) Yasir H. Kaheil et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- At-Surface Reflectance and Albedo from Satellite for Operational Calculation of Land Surface Energy Balance
- (2008) Masahiro Tasumi et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Statistical downscaling of GCM simulations to streamflow using relevance vector machine
- (2007) Subimal Ghosh et al. ADVANCES IN WATER RESOURCES
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started