Nkanyiso Mbatha - Publications, H-index & Citations

Nkanyiso Mbatha

council for scientific & industrial research (csir) - south africa

16H指数

57论文数

692被引数

收录论文 13

发表时间

Development of a Hybrid SG-ARIMA-LSTM Model for Improved Meteorological Drought Forecasting Using the Standardized Precipitation Index in the KwaZulu-Natal Province, South Africa 基于标准化降水指数的南非夸祖鲁-纳塔尔省气象干旱预报改进：一种混合SG-ARIMA-LSTM模型的开发

Journal of Hydrometeorology

IF2.9

2026-05-01

PREAI

Sibiya, Siphamandla; Ramroop, Shaun; Melesse, Sileshi f.; Mbatha, Nkanyiso b.

Assessing trends and forecasting meteorological drought in South Africa using Savitzky–Golay enhanced hybrid deep learning 评估南非气象干旱趋势并利用Savitzky–Golay增强型混合深度学习进行预测

Scientific Reports

IF3.9

2026-04-10

OAAI

Siphamandla Sibiya; Shaun Ramroop; Sileshi Melesse; Nkanyiso Mbatha

Meteorological Drought Trend Analysis and Forecasting Using a Hybrid SG-CEEMDAN-ARIMA-LSTM Model Based on SPI from Rain Gauge Data

Natural Hazards and Earth System Sciences

IF4.7

2026-01-30

OAAI

Siphamandla Sibiya; Shaun Ramroop; Sileshi Melesse; Nkanyiso Mbatha

Evaluating the efficacy of hybrid deep learning models in assessing temporal night-time light trends for the cities of Cape Town; Durban and Johannesburg in South Africa

Frontiers in Remote Sensing

IF3.7

2026-01-24

OAAI

Zandile Mncube; Sifiso Xulu; Nkanyiso Mbatha

MODIS Evapotranspiration Forecasting Using ARIMA and ANN Approach at a Water-Stressed Irrigation Scheme in South Africa 在南非的水胁迫灌溉方案中使用ARIMA和ANN方法进行MODIS蒸散量预测

hydrology

IF3.2

2024-10-21

OAAI

Phesa, Mbulelo; Mbatha, Nkanyiso; Ikudayisi, Akinola

Forecasting of Standardized Precipitation Index Using Hybrid Models: A Case Study of Cape Town, South Africa

WATER

IF3

2024-08-30

OAAI

Sibiya, Siphamandla; Mbatha, Nkanyiso; Ramroop, Shaun; Melesse, Sileshi; Silwimba, Felix

Comparison of different spectral indices to differentiate the impact of insect attack on planted forest stands

REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT

IF4.5

2024-01-01

OAAI

Xulu, Sifiso; Mbatha, Nkanyiso; Peerbhay, Kabir; Gebreslasie, Michael; Agjee, Naeem

Characterization of Evapotranspiration in the Orange River Basin of South Africa-Lesotho with Climate and MODIS Data

WATER

IF3

2023-04-12

OAAI

Mahasa, Pululu S.; Xulu, Sifiso; Mbatha, Nkanyiso

Comparison of Long-Term Changes in Non-Linear Aggregated Drought Index Calibrated by MERRA-2 and NDII Soil Moisture Proxies

WATER

IF3

2021-12-23

OAAI

Mathivha, Fhumulani; Mbatha, Nkanyiso

Multi-Year Mapping of Disturbance and Reclamation Patterns over Tronox's Hillendale Mine, South Africa with DBEST and Google Earth Engine

LAND

IF3.2

2021-07-19

OAAI

Xulu, Sifiso; Phungula, Philani T.; Mbatha, Nkanyiso; Moyo, Inocent

Trend analysis and first time observations of sulphur dioxide and nitrogen dioxide in South Africa using TROPOMI/Sentinel-5 P data

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2020-09-01

OAAI

Shikwambana, Lerato; Mhangara, Paidamwoyo; Mbatha, Nkanyiso

Characterisation of aerosol constituents from wildfires using satellites and model data: a case study in Knysna, South Africa

INTERNATIONAL JOURNAL OF REMOTE SENSING

IF2.6

2019-01-31

PREAI

Shikwambana, Lerato; Ncipha, Xolile; Malahlela, Oupa E.; Mbatha, Nkanyiso; Sivakumar, Venkataraman

The GAW-PFR aerosol optical depth network: The 2008-2013 time series at Cape Point Station, South Africa

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

IF3.4

2015-05-27

OAAI

Nyeki, S.; Wehrli, C.; Groebner, J.; Kouremeti, N.; Wacker, S.; Labuschagne, C.; Mbatha, N.; Brunke, E. -G.

研究方向