Annika Kangas

4.4k total citations
130 papers, 3.2k citations indexed

About

Annika Kangas is a scholar working on Global and Planetary Change, Nature and Landscape Conservation and Environmental Engineering. According to data from OpenAlex, Annika Kangas has authored 130 papers receiving a total of 3.2k indexed citations (citations by other indexed papers that have themselves been cited), including 70 papers in Global and Planetary Change, 61 papers in Nature and Landscape Conservation and 60 papers in Environmental Engineering. Recurrent topics in Annika Kangas's work include Forest Management and Policy (64 papers), Forest ecology and management (60 papers) and Remote Sensing and LiDAR Applications (58 papers). Annika Kangas is often cited by papers focused on Forest Management and Policy (64 papers), Forest ecology and management (60 papers) and Remote Sensing and LiDAR Applications (58 papers). Annika Kangas collaborates with scholars based in Finland, Norway and United States. Annika Kangas's co-authors include Jyrki Kangas, Matti Maltamo, Kyle Eyvindson, Jouni Pykäläinen, Sanna Laukkanen, Pekka Leskinen, Mikko Kurttila, Teppo Hujala, Miika Kajanus and Petteri Packalén and has published in prestigious journals such as SHILAP Revista de lepidopterología, Remote Sensing of Environment and European Journal of Operational Research.

In The Last Decade

Annika Kangas

121 papers receiving 2.9k citations

Peers

Countries citing papers authored by Annika Kangas

Since Specialization

Citations

This map shows the geographic impact of Annika Kangas's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Annika Kangas with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Annika Kangas more than expected).

Fields of papers citing papers by Annika Kangas

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Annika Kangas. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Annika Kangas. The network helps show where Annika Kangas may publish in the future.

Co-authorship network of co-authors of Annika Kangas

This figure shows the co-authorship network connecting the top 25 collaborators of Annika Kangas. A scholar is included among the top collaborators of Annika Kangas based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Annika Kangas. Annika Kangas is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Enhancing forest inventory Accuracy: Comparing 3D-CNN and k-NN with genetic algorithm Approaches using ALS data across boreal bioregions 2025 ·Computers and Electronics in Agriculture ·(unknown), Sakari Tuominen, Annika Kangas	0
2	Optimizing forest management in the face of bark beetle risk 2025 ·Ecological Modelling ·(unknown), (unknown), Tron Eid, Annika Kangas	2
3	Integrating wind disturbances into forest planning: a stochastic programming approach 2024 ·Silva Fennica ·Kyle Eyvindson, Annika Kangas, (unknown), (unknown), Mária Potterf	0
4	The relationship between forest structure and naturalness in the Finnish national forest inventory 2023 ·Forestry An International Journal of Forest Research ·Mari Myllymäki, Sakari Tuominen, (unknown), Petteri Packalén, Annika Kangas	5
5	Ensure forest-data integrity for climate change studies 2023 ·Nature Climate Change ·R. Päivinen, Rasmus Astrup, Richard A. Birdsey, Johannes Breidenbach, Jonas Fridman, Annika Kangas, Pekka E. Kauppi, Michael Köhl, Kari Korhonen, Vivian Kvist Johannsen, François Morneau, (unknown), Klemens Schadauer, Iddo K. Wernick	2
6	Upper stem diameter and volume prediction strategies in the National Forest Inventory of Finland 2023 ·Silva Fennica ·(unknown), Annika Kangas, Markus Holopainen	2
7	Value of Information on Root and Butt Rot Presence When Choosing Tree Species for a Previously Spruce-Dominated Stand in Norway 2022 ·Forests ·(unknown), Annika Kangas, Maarit Kallio	0
8	Spatial trade-offs between ecological and economical sustainability in the boreal production forest 2022 ·Journal of Environmental Management ·Adriano Mazziotta, (unknown), Annika Kangas, Panu Halme, Kyle Eyvindson	18
9	Effect of cluster configuration and auxiliary variables on the efficiency of local pivotal method for national forest inventory 2019 ·Scandinavian Journal of Forest Research ·Minna Räty, Juha Heikkinen, Kari Korhonen, (unknown), Antti Ihalainen, Juho Pitkänen, Annika Kangas	2
10	Efficiency of post-stratification for a large-scale forest inventory—case Finnish NFI 2019 ·Annals of Forest Science ·(unknown), Juha Heikkinen, Matti Katila, Annika Kangas	19
11	MELA2002 ja kuvauspuiden muodostamisen vaihtoehdot. 2015 ·Jukuri (Natural Resources Institute Finland (Luke)) ·Matti Maltamo, Arto Haara, (unknown), Annika Kangas, (unknown), (unknown), (unknown), Tuula Nuutinen, Jouni Siipilehto	0
12	Comparing K Nearest Neighbours Methods and Linear Regression – Is There Reason To Select One Over the Other? 2012 ·Jukuri (Natural Resources Institute Finland (Luke)) ·Arto Haara, Annika Kangas	14
13	KRIGING WITH EXTERNAL DRIFT IN MODEL LOCALIZATION 2011 ·Jukuri (Natural Resources Institute Finland (Luke)) ·Minna Räty, Juha Heikkinen, Annika Kangas	10
14	Identifying the Presence of Assessment Errors in Forest Inventory Data by Data Mining 2010 ·Forest Science ·Antti Mäkinen, Annika Kangas, Timo Tokola	2
15	Issues in forest inventories as an input to planning and decision processes. 2010 ·Christoph Kleinn, (unknown), Lutz Fehrmann, Annika Kangas	2
16	Comparison of Fuzzy and Statistical Approaches in Multicriteria Decisionmaking 2007 ·Forest Science ·Annika Kangas, Pekka Leskinen, Jyrki Kangas	8
17	Alternatives to Incorporate Uncertainty and Risk Attitude in Multicriteria Evaluation of Forest Plans 2006 ·Forest Science ·Pekka Leskinen, (unknown), Annika Kangas, Jyrki Kangas	38
18	Applying Stochastic Multicriteria Acceptability Analysis to Forest Ecosystem Management with Both Cardinal and Ordinal Criteria 2003 ·Forest Science ·Jyrki Kangas, Joonas Hokkanen, Annika Kangas, Risto Lahdelma, Pekka Salminen	39
19	Evaluating the management strategies of a forestland estate—the S-O-S approach 2003 ·Journal of Environmental Management ·Jyrki Kangas, Mikko Kurttila, Miika Kajanus, Annika Kangas	149
20	Applying voting theory in natural resource management: a case of multiple-criteria group decision support 2002 ·Journal of Environmental Management ·Sanna Laukkanen, Annika Kangas, Jyrki Kangas	75

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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