Spatial Downscaling of Monthly TRMM Precipitation Based on EVI and Other Geospatial Variables Over the Tibetan Plateau From 2001 to 2012

Spatial Downscaling of Monthly TRMM Precipitation Based on EVI and Other Geospatial Variables Over the Tibetan Plateau From 2001 to 2012

Recent developments in hydrological modeling and biomass retrieval in complex mountain areas have heightened the need for accurate precipitation data at high spatial resolution. The Tropical Rainfall Measuring Mission (TRMM) provides rainfall estimates for certain climate models in mountain ranges w...

Full description

Bibliographic Details
Main Authors:	Yuli Shi, Lei Song
Format:	Article
Language:	English
Published:	International Mountain Society 2015-05-01
Series:	Mountain Research and Development
Subjects:	precipitation random forests Moderate Resolution Imaging Spectroradiometer (MODIS) EVI spatial downscaling Tropical Rainfall Measuring Mission (TRMM) Tibetan Plateau
Online Access:	http://www.bioone.org/doi/full/10.1659/MRD-JOURNAL-D-14-00119.1

Similar Items

Mapping Extent Dynamics of Small Lakes Using Downscaling MODIS Surface Reflectance
by: Xianghong Che, et al.
Published: (2017-01-01)

An Improved Method for Soil Moisture Monitoring With Ensemble Learning Methods Over the Tibetan Plateau
by: Lei He, et al.
Published: (2021-01-01)

I–D Threshold Analysis of Rainfall-Triggered Landslides Based on TRMM Precipitation Data in Wudu, China
by: Shan Ning, et al.
Published: (2023-08-01)

Spatiotemporal Variation and Driving Analysis of Groundwater in the Tibetan Plateau Based on GRACE Downscaling Data
by: Guangli Gao, et al.
Published: (2022-10-01)

Spatiotemporal Patterns of Land Surface Temperature Change in the Tibetan Plateau Based on MODIS/Terra Daily Product From 2000 to 2018
by: Mengjiao Yang, et al.
Published: (2021-01-01)

Estimation of Land Surface Temperature Over the Tibetan Plateau Based on Sentinel-3 SLSTR Data
by: Yuting Qi, et al.
Published: (2023-01-01)

Downscaling of Satellite Rainfall Data Using Remotely Sensed NDVI and Topographic Datasets
by: Zarina Yasmeen, et al.
Published: (2023-02-01)

Validation of Cloud-Gap-Filled Snow Cover of MODIS Daily Cloud-Free Snow Cover Products on the Qinghai–Tibetan Plateau
by: Yecheng Yuan, et al.
Published: (2022-11-01)

Creating 1-km long-term (1980–2014) daily average air temperatures over the Tibetan Plateau by integrating eight types of reanalysis and land data assimilation products downscaled with MODIS-estimated temperature lapse rates based on machine learning
by: Hongbo Zhang, et al.
Published: (2021-05-01)

Analysis on the characteristic of precipitation structure on the eastern slope of the Qinghai-Tibet Plateau based on TRMM PR data
by: Hanlu LI, et al.
Published: (2022-08-01)

Downscaling TRMM Monthly Precipitation Using Google Earth Engine and Google Cloud Computing
by: Abdelrazek Elnashar, et al.
Published: (2020-11-01)

Combining APHRODITE Rain Gauges-Based Precipitation with Downscaled-TRMM Data to Translate High-Resolution Precipitation Estimates in the Indus Basin
by: Rabeea Noor, et al.
Published: (2023-01-01)

Moisture source assessment and the varying characteristics for the Tibetan Plateau precipitation using TRMM
by: Chi Zhang
Published: (2020-01-01)

Snow Cover on the Tibetan Plateau and Topographic Controls
by: Duo Chu, et al.
Published: (2023-08-01)

Fractional Snow-Cover Mapping Based on MODIS and UAV Data over the Tibetan Plateau
by: Hui Liang, et al.
Published: (2017-12-01)

A Case Study of a Heavy Rain over the Southeastern Tibetan Plateau
by: Qichao Long, et al.
Published: (2016-09-01)

Characterizing the Changes in Permafrost Thickness across Tibetan Plateau
by: Yufeng Zhao, et al.
Published: (2022-12-01)

Accounting for Non-Stationary Relationships between Precipitation and Environmental Variables for Downscaling Monthly TRMM Precipitation in the Upper Indus Basin
by: Yixuan Wang, et al.
Published: (2023-09-01)

High Spatiotemporal Rugged Land Surface Temperature Downscaling over Saihanba Forest Park, China
by: Xiaoying Ouyang, et al.
Published: (2022-05-01)

A Methodological Framework to Retrospectively Obtain Downscaled Precipitation Estimates over the Tibetan Plateau
by: Kang He, et al.
Published: (2018-12-01)

Observational constraint on the future projection of temperature in winter over the Tibetan Plateau in CMIP6 models
by: Yuzhuo Peng, et al.
Published: (2022-01-01)

The Use of TRMM 3B42 Product for Drought Monitoring in Mexico
by: Aurea De Jesús, et al.
Published: (2016-08-01)

A Strict Validation of MODIS Lake Surface Water Temperature on the Tibetan Plateau
by: Lazhu, et al.
Published: (2022-10-01)

Analysis of Ice Phenology of Middle and Large Lakes on the Tibetan Plateau
by: Lijun Sun, et al.
Published: (2023-02-01)

Assessment of Precipitation Data Generated by GPM and TRMM Satellites
by: Luísa Carolina Silva Lelis, et al.

An Annual Plant Growth Proxy in the Mojave Desert Using MODIS-EVI Data
by: Kathryn A. Thomas, et al.
Published: (2008-12-01)

Association of Diurnal Rainfall in Northeastern Tibetan Plateau with the Retreat of the South Asian High
by: Lin Zhao, et al.
Published: (2020-01-01)

Spatial Downscaling of MODIS Land Surface Temperature Based on a Geographically and Temporally Weighted Autoregressive Model
by: Xiaobo Luo, et al.
Published: (2021-01-01)

The Tibetan Antelope Population Depends on Lakes on the Tibetan Plateau
by: Li Zhang, et al.
Published: (2023-11-01)

Spatial Heterogeneity of Summer Rainfall Trends over the Tibetan Plateau Contributed by Different Rainfall Intensities
by: Meirong Wang, et al.
Published: (2023-11-01)

Downscaling the Midsummer Temperature-Humidity Index Based on Multiple Machine Learning Methods
by: Danwa Wu, et al.
Published: (2023-01-01)

Spatiotemporal Variations of Lake Surface Temperature across the Tibetan Plateau Using MODIS LST Product
by: Kaishan Song, et al.
Published: (2016-10-01)

Hydrological assessment of TRMM rainfall data over Yangtze River Basin
by: Huang-he Gu, et al.
Published: (2010-12-01)

A Geostatistical Approach for Modeling Soybean Crop Area and Yield Based on Census and Remote Sensing Data
by: Michel Eustáquio Dantas Chaves, et al.
Published: (2018-04-01)

Performance of GLASS and MODIS Satellite Albedo Products in Diagnosing Albedo Variations during Different Time Scales and Special Weather Conditions in the Tibetan Plateau
by: Yingying An, et al.
Published: (2020-07-01)

MODIS-based Daily Lake Ice Extent and Coverage dataset for Tibetan Plateau
by: Yubao Qiu, et al.
Published: (2019-04-01)

Vorticity and moisture budget analyses on a plateau vortex that cause an intense rainfall event within the Qaidam Basin
by: Wan‐Li Li, et al.
Published: (2021-09-01)

Holocene vegetational and climatic history of the Xuguo Co catchment in the central Tibetan Plateau
by: Caiming Shen, et al.
Published: (2023-01-01)

Alpine grassland fPAR change over the Northern Tibetan Plateau from 2002 to 2011
by: Bao-Xiong Chen, et al.
Published: (2017-06-01)

Estimation of Daily Solar Radiation Budget at Kilometer Resolution over the Tibetan Plateau by Integrating MODIS Data Products and a DEM
by: Laure Roupioz, et al.
Published: (2016-06-01)