Leonardo Bacelar Lima Santos

instituto nacional de pesquisas espaciais (inpe)

14H指数

127论文数

546被引数

收录论文 15

发表时间

Deep learning approaches for drought forecasting, monitoring and impact assessment: A comprehensive systematic review 深度学习方法用于干旱预测、监测和影响评估：一项全面的系统综述

Applied Soft Computing

IF6.6

2026-05-23

OAAI

Luz, Andrea Eliza de Oliveira; Negri, Rogerio Galante; Santos, Leonardo Bacelar Lima

Leveraging graph neural networks and mobility data for COVID-19 forecasting 利用图神经网络和移动数据对COVID-19进行预测

Applied Soft Computing

IF6.6

2026-04-16

OAAI

Fernando H.O. Duarte; Gladston J.P. Moreira; Eduardo J.S. Luz; Leonardo B.L. Santos; Vander L.S. Freitas

Uncertainty-Aware Machine Learning Models for Flash Flood Prediction 基于不确定性感知的机器学习模型用于瞬时洪水预测

Transactions in GIS

IF2.3

2026-04-15

OAAI

Soares, Jaqueline A. J. P.; Soares, Allan K. S.; Satolo, Luiz F.; Scofield, Graziela B.; Stephany, Stephan; Santos, Leonardo B. L.

Environmental Research Letters

IF5.6

2026-04-10

OAAI

Elton Vicente Escobar-Silva; Rômulo Marques-Carvalho; Cláudia Maria de Almeida; Leonardo Bacelar Lima Santos; Vandoir Bourscheidt; Lucas Mikosz; Glauston R T de Lima; Victor Marchezini; Marcelo Zeri; Pedro Ivo Mioni Camarinha; Ana Paula M A Cunha; Florencia Graciela Leonardi

Flooding in the Tamanduateí River Hydrographic Basin: A Spatial and Multifactorial Analysis 塔曼杜阿泰伊河流域的洪水：空间和多因素分析

Transactions in GIS

IF2.3

2026-02-19

OAAI

de Mira, Italo Rafael Costa; Maia, Aluizio Brito; Monteiro, Antonio Miguel Vieira; Santos, Leonardo Bacelar Lima; Renno, Camilo Daleles

Unveiling connections: Mobility and dengue case networks on an intraurban scale 揭示联系：城市内部尺度下的移动性与登革热病例网络

physica d nonlinear phenomena

IF0

2025-07-16

PREAI

Cátia S.N. Sepetauskas; Vander L.S. Freitas; Hugo S.P. Cardoso; Leonardo B.L. Santos

ML4FF: A machine-learning framework for flash flood forecasting applied to a Brazilian watershed

JOURNAL OF HYDROLOGY

IF6.3

2025-05-01

PREAI

Soares, Jaqueline A. J. P.; Ozelim, Luan C. S. M.; Bacelar, Luiz; Ribeiro, Dimas B.; Stephany, Stephan; Santos, Leonardo B. L.

Forecasting drought using machine learning: a systematic literature review 使用机器学习预测干旱: 系统的文献综述

NATURAL HAZARDS

IF3.7

2025-03-01

PREAI

Oyarzabal, Ricardo S.; Santos, Leonardo B. L.; Cunningham, Christopher; Broedel, Elisangela; de Lima, Glauston R. T.; Cunha-Zeri, Gisleine; Peixoto, Jerusa S.; Anochi, Juliana A.; Garcia, Klaifer; Costa, Lidiane C. O.; Pampuch, Luana A.; Cuartas, Luz Adriana; Zeri, Marcelo; Guedes, Marcia R. G.; Negri, Rogerio G.; Munoz, Viviana A.; Cunha, Ana Paula M. A.

Combining social media data and meteorological sensors for urban flood detection: a statistical analysis in São Paulo City 结合社交媒体数据和气象传感器进行城市洪水检测：圣保罗市的一项统计分析

EARTH SCIENCE INFORMATICS

IF3

2025-02-22

PREAI

Hossaki, Vitor Yuichi; Negri, Rogerio Galante; Santos, Leonardo Bacelar Lima; Mendes, Tatiana Sussel Goncalves; Bressane, Adriano

Spatial analysis of Dengue through the reproduction numbers relating to socioeconomic features: Case studies on two Brazilian urban centers

INFECTIOUS DISEASE MODELLING

IF2.5

2024-03-01

OAAI

Silva, Ana T. C.; Dorn, Rejane C.; Tomas, Livia R.; Santos, Leonardo B. L.; Skalinski, Lacita M.; Pinho, Suani T. R.

Gradual cooperative coverage models for optimally locating rain gauges on an urban transportation network

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-08-01

PREAI

Simoyama, Felipe de Oliveira; Croope, Silvana; Tomas, Livia Rodrigues; Curtin, Kevin M.; Price, Ashleigh N.; Neto, Luiz Leduino de Salles; Santos, Leonardo Bacelar Lima

Optimal rain gauge network to reduce rainfall impacts on urban mobility - a spatial sensitivity analysis

INDUSTRIAL MANAGEMENT & DATA SYSTEMS

IF4.7

2022-07-18

PREAI

Simoyama, Felipe de Oliveira; Tomas, Livia Rodrigues; Pinto, Felipe Matheus; Salles-Neto, Luiz Leduino; Santos, Leonardo Bacelar Lima

Impact of Each Component of a Ventilator Bundle on Preventing Ventilator-Associated Pneumonia and Lower Respiratory Infection

INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY

IF3

2020-11-02