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The use of atomic Hirshfeld surfaces has also demonstrated that such surfaces carry information related to chemical bonds which allow a deeper evaluation of the structures. Here we briefly summarize the approach of atomic Hirshfeld surfaces while further evaluating the kind of information that can be retrieved from them. We show that the analysis of the metal-centre Hirshfeld surfaces from structures refined <jats:italic>via<\/jats:italic> Hirshfeld Atom Refinement (HAR) allow accurate evaluation of contacts of type <jats:italic>M<\/jats:italic>...H, and that such contacts can be related to the overall shape of the surfaces. The compounds analysed were tetraaquabis(3-carboxypropionato)metal(II), [<jats:italic>M<\/jats:italic>(C<jats:sub>4<\/jats:sub>H<jats:sub>3<\/jats:sub>O<jats:sub>4<\/jats:sub>)<jats:sub>2<\/jats:sub>(H<jats:sub>2<\/jats:sub>O)<jats:sub>4<\/jats:sub>], for metal(II)\/<jats:italic>M<\/jats:italic>\u00a0= manganese\/Mn, cobalt\/Co, nickel\/Ni and zinc\/Zn. We also evaluate the sensitivity of the surfaces by an investigation of seemingly flat surfaces through analysis of the curvature functions in the direction of C\u2014C bonds. The obtained values not only demonstrate variations in curvature but also show a correlation with the hybridization of the C atoms involved in the bond.<\/jats:p>","DOI":"10.1107\/s2053229624007125","type":"journal-article","created":{"date-parts":[[2024,8,8]],"date-time":"2024-08-08T14:52:15Z","timestamp":1723128735000},"page":"478-486","update-policy":"https:\/\/doi.org\/10.1107\/cm_01","source":"Crossref","is-referenced-by-count":0,"title":["Further evaluation of the shape of atomic Hirshfeld surfaces: <i>M<\/i>...H contacts and homoatomic bonds"],"prefix":"10.1107","volume":"80","author":[{"given":"Camila B.","family":"Pinto","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1418-5048","authenticated-orcid":true,"given":"Leonardo H. 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