With over 1200 species there is bound to be a few rotten apples in the barrel that gives this group of plants a bad name.
I have a dozen different types of bamboo growing in my temperate zone 9 ( sunset zone 15 ish - 16 ) garden in Marin County CA.
Some are planted directly in the ground like this photo of Bambusa oldhami - Giant Timber bamboo
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Some of my bamboo is planted in pots that have had their bottoms removed so that the pot is actually a ‘raised contained bed’.
Otatea acuminata aztecorum - Mexican Weeping bamboo
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And still other bamboo's that have an aggressive growing manner have been securely planted in containers like this subtropical Indocalamus tessellatus
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and this Hibanobusa tranquillans ‘Shiroshima’
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My favorite bamboo ( at this present moment ) is Bambusa vulgaris Vittata.
I love it for its fairly thick bright yellow culms that have a green stripe running irregularly up the stalk. ( not shown in this photo )
I also like the hedge of Bambusa multiplex Alphonse Karr that grows on the east side of my property. It is doing a good job of screening out my neighbors butt ugly scraggly yard.
These are a few other bamboo species that I grow but did not have a chance to photo,
Sinobambusa tootsik variegata, Himalayacalamus hookerianus ( blue bamboo ) and an unnamed tropical bamboo similar in appearance to Indocalamus tessellatus but it is much mor frost tender and the leaf is a tad bit narrower.