Tropical Overshooting Cloud-Top Height Retrieval from Himawari-8 Imagery Based on Random Forest Model

The Application of a Decision Tree and Stochastic Forest Model in Summer Precipitation Prediction in Chongqing

(2020) Bo Xiang et al.   Atmosphere

A Cloud Top-Height Retrieval Algorithm Using Simultaneous Observations from the Himawari-8 and FY-2E Satellites

(2020) Jonghyuk Lee et al.   Remote Sensing

Wind Speed Forecast Based on Post-Processing of Numerical Weather Predictions Using a Gradient Boosting Decision Tree Algorithm

(2020) Wenqing Xu et al.   Atmosphere

Estimating Surface Downward Longwave Radiation Using Machine Learning Methods

(2020) Chunjie Feng et al.   Atmosphere

Forecasting of Surface Ozone Concentration by Using Artificial Neural Networks in Rural and Urban Areas in Central Poland

(2019) Izabela Pawlak et al.   Atmosphere

Forecasting Different Types of Convective Weather: A Deep Learning Approach

(2019) Kanghui Zhou et al.   Journal of Meteorological Research

Retrieval of cloud top properties from advanced geostationary satellite imager measurements based on machine learning algorithms

(2019) Min Min et al.   REMOTE SENSING OF ENVIRONMENT

Predicting the minimum height of forest fire smoke within the atmosphere using machine learning and data from the CALIPSO satellite

(2018) Jiayun Yao et al.   REMOTE SENSING OF ENVIRONMENT

Feature selection approaches for predictive modelling of groundwater nitrate pollution: An evaluation of filters, embedded and wrapper methods

(2018) V.F. Rodriguez-Galiano et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Integration of cloud top heights retrieved from FY-2 meteorological satellite, radiosonde, and ground-based millimeter wavelength cloud radar observations

(2018) Yu Wang et al.   ATMOSPHERIC RESEARCH

Application of random forest time series, support vector regression and multivariate adaptive regression splines models in prediction of snowfall (a case study of Alvand in the middle Zagros, Iran)

(2017) Omid Hamidi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Development of a daytime cloud and haze detection algorithm for Himawari-8 satellite measurements over central and eastern China

(2017) Huazhe Shang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Sea surface temperature from the new Japanese geostationary meteorological Himawari-8 satellite

(2016) Yukio Kurihara et al.   GEOPHYSICAL RESEARCH LETTERS

A Method for Calculating the Height of Overshooting Convective Cloud Tops Using Satellite-Based IR Imager andCloudSatCloud Profiling Radar Observations

(2016) Sarah M. Griffin et al.   Journal of Applied Meteorology and Climatology

An Introduction to Himawari-8/9— Japan’s New-Generation Geostationary Meteorological Satellites

(2016) Kotaro BESSHO et al.   JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN

Statistical Modeling Approaches for PM10 Prediction in Urban Areas; A Review of 21st-Century Studies

(2016) Hamid Taheri Shahraiyni et al.   Atmosphere

The variable nature of convection in the tropics and subtropics: A legacy of 16 years of the Tropical Rainfall Measuring Mission satellite

(2015) Robert A. Houze et al.   REVIEWS OF GEOPHYSICS

Thunderstorms enhance tropospheric ozone by wrapping and shedding stratospheric air

(2014) Laura L. Pan et al.   GEOPHYSICAL RESEARCH LETTERS

Improving the accuracy of rainfall rates from optical satellite sensors with machine learning — A random forests-based approach applied to MSG SEVIRI

(2013) Meike Kühnlein et al.   REMOTE SENSING OF ENVIRONMENT

Complementary use of passive and active remote sensing for detection of penetrating convection from CloudSat, CALIPSO, and Aqua MODIS

(2012) Alisa H. Young et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Comparison betweenGOES-12Overshooting-Top Detections, WSR-88D Radar Reflectivity, and Severe Storm Reports

(2012) Richard Dworak et al.   WEATHER AND FORECASTING

Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics

(2012) Anne-Laure Boulesteix et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Parallax correction in collocating CloudSat and Moderate Resolution Imaging Spectroradiometer (MODIS) observations: Method and application to convection study

(2011) Chunpeng Wang et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Relationship of cloud top to the tropopause and jet structure from CALIPSO data

(2011) L. L. Pan et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Intercomparison of height assignment methods for opaque clouds over the tropics

(2010) Eun-Han Kwon et al.   Asia-Pacific Journal of Atmospheric Sciences

Extratropical tropopause transition layer characteristics from high-resolution sounding data

(2010) Cameron R. Homeyer et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Objective Satellite-Based Detection of Overshooting Tops Using Infrared Window Channel Brightness Temperature Gradients

(2009) Kristopher Bedka et al.   Journal of Applied Meteorology and Climatology

Insights into Cloud-Top Height and Dynamics from the Seasonal Cycle of Cloud-Top Heights Observed by MISR in the West Pacific Region

(2009) Jung Hyo Chae et al.   JOURNAL OF THE ATMOSPHERIC SCIENCES

Tropical Cyclone Convection and Intensity Analysis Using Differenced Infrared and Water Vapor Imagery

(2009) Timothy L. Olander et al.   WEATHER AND FORECASTING

An evaluation of operational GOES-derived single-layer cloud top heights with ARSCL data over the ARM Southern Great Plains Site

(2008) William L. Smith et al.   GEOPHYSICAL RESEARCH LETTERS

CloudSat shedding new light on high-reaching tropical deep convection observed with Meteosat

(2008) Eui-Seok Chung et al.   GEOPHYSICAL RESEARCH LETTERS

Water vapor transport and dehydration above convective outflow during Asian monsoon

(2008) R. James et al.   GEOPHYSICAL RESEARCH LETTERS

CloudSat adding new insight into tropical penetrating convection

(2008) Zhengzhao Luo et al.   GEOPHYSICAL RESEARCH LETTERS