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Machine learning and multi-sensor based modelling of woody vegetation in the Molopo Area, South Africa

Remote sensing of environment, 2019-03, Vol.222, p.195-203

2019

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Precipitation Estimates from MSG SEVIRI Daytime, Nighttime, and Twilight Data with Random Forests

Journal of applied meteorology and climatology, 2014-11, Vol.53 (11), p.2457-2480

2014

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Precipitation process and rainfall intensity differentiation using Meteosat Second Generation Spinning Enhanced Visible and Infrared Imager data

Journal of Geophysical Research - Atmospheres, 2008-12, Vol.113 (D23), p.D23206-n/a

2008

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Evaluating machine learning approaches for the interpolation of monthly air temperature at Mt. Kilimanjaro, Tanzania

Spatial statistics, 2015-11, Vol.14, p.91-113

2015

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Middle Stone Age foragers resided in high elevations of the glaciated Bale Mountains, Ethiopia

Science (American Association for the Advancement of Science), 2019-08, Vol.365 (6453), p.583-587

2019

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

Environmental research letters, 2023-07, Vol.18 (7), p.75003

2023

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Radar vision in the mapping of forest biodiversity from space

Nature communications, 2019-10, Vol.10 (1), p.4757-10, Article 4757

2019

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RSDB: an easy to deploy open‐source web platform for remote sensing raster and point cloud data management, exploration and processing

Ecography (Copenhagen), 2021-03, Vol.44 (3), p.414-426

2021

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Plant and animal functional diversity drive mutualistic network assembly across an elevational gradient

Nature communications, 2018-08, Vol.9 (1), p.3177-10, Article 3177

2018

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Seasonality of stable isotope composition of atmospheric water input at the southern slopes of Mt. Kilimanjaro, Tanzania

Hydrological processes, 2017-10, Vol.31 (22), p.3932-3947

2017

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Mapping Daily Air Temperature for Antarctica Based on MODIS LST

Remote sensing (Basel, Switzerland), 2016-09, Vol.8 (9), p.732-732

2016

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remote : Empirical Orthogonal Teleconnections in R

Journal of statistical software, 2015-06, Vol.65 (10), p.1-19

2015

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Near surface air humidity in a megadiverse Andean mountain ecosystem of southern Ecuador and its regionalization

Agricultural and forest meteorology, 2012-01, Vol.152 (15), p.17-30

2012

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A Comparative Study of Cross-Product NDVI Dynamics in the Kilimanjaro Region—A Matter of Sensor, Degradation Calibration, and Significance

Remote sensing (Basel, Switzerland), 2016-02, Vol.8 (2), p.159

2016

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Classifying the activity states of small vertebrates using automated VHF telemetry

Methods in ecology and evolution, 2023-01, Vol.14 (1), p.252-264

2023

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BatRack: An open‐source multi‐sensor device for wildlife research

Methods in ecology and evolution, 2021-10, Vol.12 (10), p.1867-1874

2021

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Forest Structure and Fine Root Biomass Influence Soil CO2 Efflux in Temperate Forests under Drought

Forests, 2023-02, Vol.14 (2), p.411

2023

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Towards Continuous Stem Water Content and Sap Flux Density Monitoring: IoT-Based Solution for Detecting Changes in Stem Water Dynamics

Forests, 2022-07, Vol.13 (7), p.1040

2022

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Importance of spatial predictor variable selection in machine learning applications – Moving from data reproduction to spatial prediction

Ecological modelling, 2019-11, Vol.411, p.108815, Article 108815

2019

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Rainfall-Rate Assignment Using MSG SEVIRI Data—A Promising Approach to Spaceborne Rainfall-Rate Retrieval for Midlatitudes

Journal of applied meteorology and climatology, 2010-07, Vol.49 (7), p.1477-1495

2010

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Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation

Environmental modelling & software : with environment data news, 2018-03, Vol.101, p.1-9

2018

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Remote sensing‐supported mapping of the activity of a subterranean landscape engineer across an afro‐alpine ecosystem

Remote sensing in ecology and conservation, 2023-04, Vol.9 (2), p.195-209

2023

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Formation of Convective Clouds at the Foothills of the Tropical Eastern Andes (South Ecuador)

Journal of applied meteorology and climatology, 2009-08, Vol.48 (8), p.1682-1695

2009

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Ground fog detection from space based on MODIS daytime data : A feasibility study

Weather and forecasting, 2005-12, Vol.20 (6), p.989-1005

2005

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Machine learning and multi-sensor based modelling of woody vegetation in the Molopo Area, South Africa

Precipitation Estimates from MSG SEVIRI Daytime, Nighttime, and Twilight Data with Random Forests

Precipitation process and rainfall intensity differentiation using Meteosat Second Generation Spinning Enhanced Visible and Infrared Imager data

Multiple forest attributes underpin the supply of multiple ecosystem services

Evaluating machine learning approaches for the interpolation of monthly air temperature at Mt. Kilimanjaro, Tanzania

Middle Stone Age foragers resided in high elevations of the glaciated Bale Mountains, Ethiopia

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

Radar vision in the mapping of forest biodiversity from space

RSDB: an easy to deploy open‐source web platform for remote sensing raster and point cloud data management, exploration and processing

Plant and animal functional diversity drive mutualistic network assembly across an elevational gradient

Seasonality of stable isotope composition of atmospheric water input at the southern slopes of Mt. Kilimanjaro, Tanzania

Mapping Daily Air Temperature for Antarctica Based on MODIS LST

remote : Empirical Orthogonal Teleconnections in R

Near surface air humidity in a megadiverse Andean mountain ecosystem of southern Ecuador and its regionalization

A Comparative Study of Cross-Product NDVI Dynamics in the Kilimanjaro Region—A Matter of Sensor, Degradation Calibration, and Significance

Classifying the activity states of small vertebrates using automated VHF telemetry

BatRack: An open‐source multi‐sensor device for wildlife research

Forest Structure and Fine Root Biomass Influence Soil CO2 Efflux in Temperate Forests under Drought

Towards Continuous Stem Water Content and Sap Flux Density Monitoring: IoT-Based Solution for Detecting Changes in Stem Water Dynamics

Importance of spatial predictor variable selection in machine learning applications – Moving from data reproduction to spatial prediction

Rainfall-Rate Assignment Using MSG SEVIRI Data—A Promising Approach to Spaceborne Rainfall-Rate Retrieval for Midlatitudes

Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation

Remote sensing‐supported mapping of the activity of a subterranean landscape engineer across an afro‐alpine ecosystem

Formation of Convective Clouds at the Foothills of the Tropical Eastern Andes (South Ecuador)

Ground fog detection from space based on MODIS daytime data : A feasibility study

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