Hanna Meyer

university of munster

H指数:23

被引数:2,727

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How the landscape influences soil respiration: Explaining spatio-temporal patterns with interpretable machine learning

景观如何影响土壤呼吸：利用可解释机器学习解释时空模式

Geoderma

IF6.6

2026-06-300

Regional spatial and vertical patterns of SOC stocks in a low mountain landscape in Germany

德国低山景观中土壤有机碳储量区域空间和垂直分布格局

Geoderma Regional

IF3.3

2026-06-200

PRE

Estimation of local training data point densities to support the assessment of spatial prediction uncertainty

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2025-12-190

PRE

Long-Term Ecological Baselines and Critical Thresholds in Ombrotrophic Peatlands of Europe: Implications for Restoration Strategies

欧洲富营养泥炭地的长期生态基线和临界阈值：对恢复策略的启示

GLOBAL CHANGE BIOLOGY

IF12

2025-12-110

OAAI

Accurate Mapping of Downed Deadwood in a Dense Deciduous Forest Using UAV-SfM Data and Deep Learning

利用UAV-SfM数据和深度学习对密叶阔叶林中倒木进行精确制图

REMOTE SENSING

IF4.1

2025-05-010

Habitat Suitability of the Sand Lizard (Lacerta agilis) at Its Distribution Limit-An Analysis Based on Citizen Science Data and Machine Learning

沙蜥蜴 (Lacerta agilis) 在其分布极限下的栖息地适宜性-基于公民科学数据和机器学习的分析

JOURNAL OF BIOGEOGRAPHY

IF3.6

2025-02-100

OAAI

Recent trends in moisture conditions across European peatlands

REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT

IF4.5

2025-01-010

PRE

The Winter Foehn Footprint Across McMurdo Dry Valleys of Antarctica Using a Satellite-Derived Data Set-AntAir v1.0

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

IF3.4

2024-12-070

High-resolution soil temperature and soil moisture patterns in space, depth and time: An interpretable machine learning modelling approach

空间、深度和时间上的高分辨率土壤温度和土壤湿度模式: 一种可解释的机器学习建模方法

GEODERMA

IF6.6

2024-11-011

OAAI

Random forests with spatial proxies for environmental modelling: opportunities and pitfalls

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2024-08-143

kNNDM CV: k-fold nearest-neighbour distance matching cross-validation for map accuracy estimation

GEOSCIENTIFIC MODEL DEVELOPMENT

IF4.9

2024-08-071

Using GEDI as training data for an ongoing mapping of landscape-scale dynamics of the plant area index

ENVIRONMENTAL RESEARCH LETTERS

IF5.6

2023-06-273

Assessing and improving the transferability of current global spatial prediction models

GLOBAL ECOLOGY AND BIOGEOGRAPHY

IF6

2023-01-2628

OAAI

Machine learning-based global maps of ecological variables and the challenge of assessing them

NATURE COMMUNICATIONS

IF15.7

2022-04-22115

OAAI

Nearest neighbour distance matching Leave-One-Out Cross-Validation for map validation

METHODS IN ECOLOGY AND EVOLUTION

IF6.2

2022-04-0736

OAAI

Predicting into unknown space? Estimating the area of applicability of spatial prediction models

METHODS IN ECOLOGY AND EVOLUTION

IF6.2

2021-07-26240

OAAI

Mapping the geogenic radon potential for Germany bymachine learning

SCIENCE OF THE TOTAL ENVIRONMENT

IF8

2021-02-0148

OAAI

PioLaG: a piosphere landscape generator for savanna rangeland modelling

LANDSCAPE ECOLOGY

IF3.7

2020-07-1410

OAAI

Atmospheric moisture pathways of East Africa and implications for water recycling at Mount Kilimanjaro

INTERNATIONAL JOURNAL OF CLIMATOLOGY

IF2.8

2020-01-155

PREAI

Hourly gridded air temperatures of South Africa derived from MSG SEVIRI

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2019-06-0115

PREAI

Hanna Meyer

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