Jouni Susiluoto - Publications, H-index & Citations

Jouni Susiluoto

GEOMAR Helmholtz Center for Ocean Research Kiel

10H指数

67论文数

508被引数

收录论文 19

发表时间

Uncertainty calibration for latent-variable regression models 潜变量回归模型的不确定性校准

Chemometrics and Intelligent Laboratory Systems

IF3.8

2026-03-19

OAAI

Zina-Sabrina Duma; Otto Lamminpää; Jouni Susiluoto; Heikki Haario; Ting Zheng; Tuomas Sihvonen; Amy Braverman; Philip A. Townsend; Satu-Pia Reinikainen

The coupled uncertainties in carbon dioxide removal and transient climate response to cumulative CO2 emissions 二氧化碳移除和累积CO2排放的瞬时气候响应中的耦合不确定性

Environmental Research Letters

IF5.6

2026-01-28

PREAI

Di Natale, Carla M.; Schaber, Theresa; Tran, Giang T.; Susiluoto, Jouni; Keller, David P.; Ekholm, Tommi; Partanen, Antti-Ilari

Improved Atmospheric Correction for Remote Imaging Spectroscopy Missions with Accelerated Optimal Estimation 针对遥成像光谱学任务的改进型大气校正与加速最优估计算法

Remote Sensing 2025, Vol. 17, Page 3719

IF4.1

2025-11-18

OAAI

Jouni Susiluoto; Niklas Bohn; Amy Braverman; Philip G. Brodrick; Nimrod Carmon; Michael R. Gunson; Hai Nguyen; David R. Thompson; Michael Turmon

Learning dynamical systems from data: A simple cross-validation perspective, part II: Nonparametric kernel flows 从数据中学习动力系统：一个简单的交叉验证视角，第二部分：非参数核流

PHYSICA D-NONLINEAR PHENOMENA

IF2.9

2025-06-01

PREAI

Darcy, Matthieu; Hamzi, Boumediene; Susiluoto, Jouni; Braverman, Amy; Owhadi, Houman

Forward model emulator for atmospheric radiative transfer using Gaussian processes and cross validation

ATMOSPHERIC MEASUREMENT TECHNIQUES

IF3.3

2025-02-06

OAAI

Lamminpaa, Otto; Susiluoto, Jouni; Hobbs, Jonathan; Mcduffie, James; Braverman, Amy; Owhadi, Houman

KF-PLS: Optimizing Kernel Partial Least-Squares (K-PLS) with Kernel Flows

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2024-11-01

OAAI

Duma, Zina-Sabrina; Susiluoto, Jouni; Lamminpaa, Otto; Sihvonen, Tuomas; Reinikainen, Satu-Pia; Haario, Heikki

Evaluating the Accuracy of Gaussian Approximations in VSWIR Imaging Spectroscopy Retrievals

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Leung, Kelvin M.; Thompson, David R.; Susiluoto, Jouni; Jagalur, Jayanth; Braverman, Amy; Marzouk, Youssef

Shape from spectra

REMOTE SENSING OF ENVIRONMENT

IF11.4

2023-04-01

OAAI

Carmon, Nimrod; Berk, Alexander; Bohn, Niklas; Brodrick, Phillip G.; Dozier, Jeff; Johnson, Margaret; Miller, Charles E.; Thompson, David R.; Turmon, Michael; Bachmann, Charles M.; Green, Robert O.; Eckert, Regina; Liggett, Elliott; Nguyen, Hai; Ochoa, Francisco; Okin, Gregory S.; Samuels, Rory; Schimel, David; Song, Joon Jin; Susiluoto, Jouni

Glacier Ice Surface Properties in South-West Greenland Ice Sheet: First Estimates From PRISMA Imaging Spectroscopy Data

JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES

IF3.5

2022-02-24

OAAI

Bohn, Niklas; Di Mauro, Biagio; Colombo, Roberto; Thompson, David R.; Susiluoto, Jouni; Carmon, Nimrod; Turmon, Michael J.; Guanter, Luis

Optimal estimation of snow and ice surface parameters from imaging spectroscopy measurements

REMOTE SENSING OF ENVIRONMENT

IF11.4

2021-10-01

OAAI

Bohn, Niklas; Painter, Thomas H.; Thompson, David R.; Carmon, Nimrod; Susiluoto, Jouni; Turmon, Michael J.; Helmlinger, Mark C.; Green, Robert O.; Cook, Joseph M.; Guanter, Luis

Efficient Bayesian inference for large chaotic dynamical systems

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2021-07-09

OAAI

Springer, Sebastian; Haario, Heikki; Susiluoto, Jouni; Bibov, Aleksandr; Davis, Andrew; Marzouk, Youssef

Scene invariants for quantifying radiative transfer uncertainty

REMOTE SENSING OF ENVIRONMENT

IF11.4

2021-07-01

OAAI

Thompson, David R.; Bohn, Niklas; Braverman, Amy; Brodrick, Philip G.; Carmon, Nimrod; Eastwood, Michael L.; Fahlen, Jay E.; Green, Robert O.; Johnson, Margaret C.; Roberts, Dar A.; Susiluoto, Jouni

Uncertainty quantification for a global imaging spectroscopy surface composition investigation

REMOTE SENSING OF ENVIRONMENT

IF11.4

2020-12-01

OAAI

Carmon, Nimrod; Thompson, David R.; Bohn, Niklas; Susiluoto, Jouni; Turmon, Michael; Brodrick, Philip G.; Connelly, David S.; Braverman, Amy; Cawse-Nicholson, Kerry; Green, Robert O.; Gunson, Michael

Efficient multi-scale Gaussian process regression for massive remote sensing data with satGP v0.1.2

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2020-07-31

OAAI

Susiluoto, Jouni; Spantini, Alessio; Haario, Heikki; Harkonen, Teemu; Marzouk, Youssef

Parameter calibration and stomatal conductance formulation comparison for boreal forests with adaptive population importance sampler in the land surface model JSBACH 在地表模型JSBACH中使用自适应种群重要性采样器的北方森林的参数校准和气孔导度公式比较

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2019-09-20

OAAI

Makela, Jarmo; Knauer, Juergen; Aurela, Mika; Black, Andrew; Heimann, Martin; Kobayashi, Hideki; Lohila, Annalea; Mammarella, Ivan; Margolis, Hank; Markkanen, Tiina; Susiluoto, Jouni; Thum, Tea; Viskari, Toni; Zaehle, Soenke; Aalto, Tuula

Calibrating the sqHIMMELI v1.0 wetland methane emission model with hierarchical modeling and adaptive MCMC 使用分层建模和自适应MCMC校准sqHIMMELI v1.0湿地甲烷排放模型

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2018-03-29

OAAI

Susiluoto, Jouni; Raivonen, Maarit; Backman, Leif; Laine, Marko; Makela, Jarmo; Peltola, Olli; Vesala, Timo; Aalto, Tuula

HIMMELI v1.0: HelsinkI Model of MEthane buiLd-up and emIssion for peatlands HIMMELI v1.0: 泥炭地甲烷积累和排放的赫尔辛基模型

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2017-12-22

OAAI

Raivonen, Maarit; Smolander, Sampo; Backman, Leif; Susiluoto, Jouni; Aalto, Tuula; Markkanen, Tiina; Makela, Jarmo; Rinne, Janne; Peltola, Olli; Aurela, Mika; Lohila, Annalea; Tomasic, Marin; Li, Xuefei; Larmola, Tuula; Juutinen, Sari; Tuittila, Eeva-Stiina; Heimann, Martin; Sevanto, Sanna; Kleinen, Thomas; Brovkin, Victor; Vesala, Timo

Early snowmelt significantly enhances boreal springtime carbon uptake 早期融雪显着增强了北方春季的碳吸收

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2017-10-02

103

OAAI

Pulliainen, Jouni; Aurela, Mika; Laurila, Tuomas; Aalto, Tuula; Takala, Matias; Salminen, Miia; Kulmala, Markku; Barr, Alan; Heimann, Martin; Lindroth, Anders; Laaksonen, Ari; Derksen, Chris; Makela, Annikki; Markkanen, Tiina; Lemmetyinen, Juha; Susiluoto, Jouni; Dengel, Sigrid; Mammarella, Ivan; Tuovinen, Juha-Pekka; Vesala, Timo

Optimization of NWP model closure parameters using total energy norm of forecast error as a target

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2014-09-02

OAAI

Ollinaho, P.; Jarvinen, H.; Bauer, P.; Laine, M.; Bechtold, P.; Susiluoto, J.; Haario, H.

研究方向